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17:44:30 [I] klustakwik KlustaKwik2 version 0.2.5
17:50:26 [I] klustakwik Number of spikes in data set: 2357042
17:50:26 [I] klustakwik Number of unique masks in data set: 2228
17:50:26 [I] klustakwik Using mask starts with 500 clusters, data has 2228 unique masks
17:50:28 [I] klustakwik Clustering data set of 2357042 points, 61 features
17:50:29 [I] klustakwik Starting iteration 0 with 500 clusters
17:55:21 [I] klustakwik Deleting cluster 428 (1 points): improves score by 10471.3849267
17:55:22 [I] klustakwik Iteration 1F: 499 clusters, 1844776 changed, score=-601789402.303002
17:59:32 [I] klustakwik Deleting cluster 426 (1 points): improves score by 6986.33542919
17:59:33 [I] klustakwik Iteration 2F: 425 clusters, 697482 changed, score=-607050408.985651 (decreased by 5261006.682649)
18:03:03 [I] klustakwik Deleting cluster 185 (1 points): improves score by 9341.85931385
18:03:03 [I] klustakwik Iteration 3F: 323 clusters, 378360 changed, score=-608434443.213776 (decreased by 1384034.228125)
18:06:18 [I] klustakwik Deleting cluster 147 (43 points): improves score by 5823.00655162
18:06:18 [I] klustakwik Iteration 4F: 285 clusters, 254778 changed, score=-609168020.416522 (decreased by 733577.202746)
18:09:34 [I] klustakwik Deleting cluster 165 (956 points): improves score by 5315.20317459
18:09:35 [I] klustakwik Iteration 5F: 272 clusters, 186074 changed, score=-609570106.396262 (decreased by 402085.979740)
18:12:45 [I] klustakwik Deleting cluster 107 (5 points): improves score by 5230.03031743
18:12:46 [I] klustakwik Iteration 6F: 265 clusters, 140122 changed, score=-609834614.005736 (decreased by 264507.609474)
18:15:47 [I] klustakwik Deleting cluster 243 (4 points): improves score by 4416.69617641
18:15:47 [I] klustakwik Iteration 7F: 253 clusters, 111528 changed, score=-609992902.249239 (decreased by 158288.243503)
18:18:51 [I] klustakwik Deleting cluster 64 (2 points): improves score by 4307.88889694
18:18:52 [I] klustakwik Iteration 8F: 247 clusters, 97633 changed, score=-610109500.017556 (decreased by 116597.768317)
18:21:59 [I] klustakwik Deleting cluster 161 (2 points): improves score by 4257.38099921
18:22:00 [I] klustakwik Iteration 9F: 241 clusters, 91893 changed, score=-610217377.512669 (decreased by 107877.495113)
18:25:06 [I] klustakwik Deleting cluster 230 (6 points): improves score by 3841.94809663
18:25:06 [I] klustakwik Iteration 10F: 239 clusters, 82949 changed, score=-610350331.205283 (decreased by 132953.692613)
18:28:13 [I] klustakwik Deleting cluster 116 (2 points): improves score by 3773.60129023
18:28:13 [I] klustakwik Iteration 11F: 235 clusters, 72231 changed, score=-610416167.772628 (decreased by 65836.567346)
18:31:22 [I] klustakwik Deleting cluster 158 (473 points): improves score by 3511.28929901
18:31:23 [I] klustakwik Iteration 12F: 233 clusters, 66552 changed, score=-610468954.936422 (decreased by 52787.163794)
18:34:27 [I] klustakwik Deleting cluster 203 (2 points): improves score by 3468.74115789
18:34:27 [I] klustakwik Iteration 13F: 229 clusters, 61560 changed, score=-610514070.179960 (decreased by 45115.243538)
18:37:29 [I] klustakwik Deleting cluster 174 (177 points): improves score by 3446.94995272
18:37:30 [I] klustakwik Iteration 14F: 226 clusters, 57523 changed, score=-610552090.027025 (decreased by 38019.847065)
18:40:29 [I] klustakwik Deleting cluster 107 (11 points): improves score by 3254.5944742
18:40:30 [I] klustakwik Iteration 15F: 224 clusters, 53192 changed, score=-610585732.774281 (decreased by 33642.747256)
18:43:29 [I] klustakwik Deleting cluster 148 (2 points): improves score by 3214.48666334
18:43:30 [I] klustakwik Iteration 16F: 223 clusters, 49029 changed, score=-610616667.175954 (decreased by 30934.401674)
18:46:31 [I] klustakwik Deleting cluster 116 (4 points): improves score by 3187.04412138
18:46:32 [I] klustakwik Iteration 17F: 222 clusters, 45228 changed, score=-610642306.118161 (decreased by 25638.942207)
18:49:34 [I] klustakwik Deleting cluster 166 (3 points): improves score by 2920.17246032
18:49:34 [I] klustakwik Iteration 18F: 221 clusters, 41734 changed, score=-610663389.585055 (decreased by 21083.466894)
18:52:33 [I] klustakwik Deleting cluster 194 (1 points): improves score by 2788.18777943
18:52:35 [I] klustakwik Iteration 19F: 220 clusters, 38591 changed, score=-610681302.609261 (decreased by 17913.024205)
18:55:41 [I] klustakwik Deleting cluster 125 (14 points): improves score by 2768.40150678
18:55:42 [I] klustakwik Iteration 20F: 218 clusters, 36074 changed, score=-610696631.132643 (decreased by 15328.523382)
18:55:42 [I] klustakwik Trying to split clusters
19:30:55 [I] klustakwik Split into 228 clusters
19:33:57 [I] klustakwik Deleting cluster 71 (6 points): improves score by 2373.72452712
19:33:58 [I] klustakwik Iteration 21F: 228 clusters, 52905 changed, score=-610826521.873473 (decreased by 129890.740830)
19:37:02 [I] klustakwik Deleting cluster 64 (2 points): improves score by 2228.13881266
19:37:03 [I] klustakwik Iteration 22F: 227 clusters, 40693 changed, score=-610850439.192990 (decreased by 23917.319517)
19:40:05 [I] klustakwik Deleting cluster 137 (2 points): improves score by 2112.78367889
19:40:05 [I] klustakwik Iteration 23F: 225 clusters, 36260 changed, score=-610866351.837016 (decreased by 15912.644026)
19:43:07 [I] klustakwik Deleting cluster 60 (2 points): improves score by 2025.06057453
19:43:08 [I] klustakwik Iteration 24F: 224 clusters, 33192 changed, score=-610879931.797775 (decreased by 13579.960760)
19:46:11 [I] klustakwik Deleting cluster 137 (4 points): improves score by 1949.19224477
19:46:11 [I] klustakwik Iteration 25F: 223 clusters, 30680 changed, score=-610889520.611368 (decreased by 9588.813593)
19:49:12 [I] klustakwik Deleting cluster 144 (2 points): improves score by 2716.67994773
19:49:13 [I] klustakwik Iteration 26F: 222 clusters, 28659 changed, score=-610897433.445539 (decreased by 7912.834170)
19:52:15 [I] klustakwik Deleting cluster 172 (2 points): improves score by 2279.21824276
19:52:15 [I] klustakwik Iteration 27F: 221 clusters, 26764 changed, score=-610904514.397587 (decreased by 7080.952048)
19:55:17 [I] klustakwik Deleting cluster 131 (2 points): improves score by 1917.39655912
19:55:18 [I] klustakwik Iteration 28F: 220 clusters, 25250 changed, score=-610911275.980681 (decreased by 6761.583094)
19:58:18 [I] klustakwik Deleting cluster 146 (2 points): improves score by 1872.07687235
19:58:19 [I] klustakwik Iteration 29F: 219 clusters, 23802 changed, score=-610918596.323900 (decreased by 7320.343219)
20:01:22 [I] klustakwik Deleting cluster 139 (1000 points): improves score by 1743.48742759
20:01:23 [I] klustakwik Iteration 30F: 218 clusters, 23294 changed, score=-610924997.966472 (decreased by 6401.642573)
20:04:25 [I] klustakwik Deleting cluster 182 (2 points): improves score by 1665.97402084
20:04:26 [I] klustakwik Iteration 31F: 217 clusters, 21152 changed, score=-610932185.233142 (decreased by 7187.266670)
20:07:27 [I] klustakwik Deleting cluster 42 (1 points): improves score by 1612.46503818
20:07:28 [I] klustakwik Iteration 32F: 216 clusters, 19898 changed, score=-610936997.084570 (decreased by 4811.851428)
20:10:29 [I] klustakwik Deleting cluster 179 (2 points): improves score by 1544.39851463
20:10:29 [I] klustakwik Iteration 33F: 215 clusters, 18807 changed, score=-610942540.649751 (decreased by 5543.565181)
20:13:28 [I] klustakwik Deleting cluster 153 (36 points): improves score by 1512.83838284
20:13:29 [I] klustakwik Iteration 34F: 213 clusters, 17945 changed, score=-610946702.364788 (decreased by 4161.715038)
20:16:31 [I] klustakwik Deleting cluster 144 (3 points): improves score by 1463.48174155
20:16:32 [I] klustakwik Iteration 35F: 212 clusters, 17208 changed, score=-610950419.869883 (decreased by 3717.505095)
20:19:31 [I] klustakwik Deleting cluster 134 (3 points): improves score by 1410.7308414
20:19:31 [I] klustakwik Iteration 36F: 211 clusters, 16716 changed, score=-610955661.824200 (decreased by 5241.954316)
20:22:30 [I] klustakwik Deleting cluster 42 (11 points): improves score by 1367.77420199
20:22:31 [I] klustakwik Iteration 37F: 208 clusters, 15793 changed, score=-610958824.605449 (decreased by 3162.781250)
20:25:30 [I] klustakwik Deleting cluster 102 (6 points): improves score by 1361.23936164
20:25:31 [I] klustakwik Iteration 38F: 207 clusters, 15248 changed, score=-610961935.242893 (decreased by 3110.637444)
20:28:31 [I] klustakwik Deleting cluster 3 (8 points): improves score by 1338.68913794
20:28:32 [I] klustakwik Iteration 39F: 206 clusters, 14728 changed, score=-610964835.271836 (decreased by 2900.028943)
20:31:32 [I] klustakwik Deleting cluster 123 (6 points): improves score by 1312.44143784
20:31:33 [I] klustakwik Iteration 40F: 205 clusters, 14259 changed, score=-610967698.582303 (decreased by 2863.310467)
20:34:31 [I] klustakwik Deleting cluster 57 (1515 points): improves score by 1317.80318117
20:34:32 [I] klustakwik Iteration 41F: 204 clusters, 15406 changed, score=-610970403.190722 (decreased by 2704.608418)
20:37:30 [I] klustakwik Deleting cluster 122 (2 points): improves score by 1299.1654985
20:37:30 [I] klustakwik Iteration 42F: 203 clusters, 13824 changed, score=-610975022.135883 (decreased by 4618.945161)
20:40:26 [I] klustakwik Deleting cluster 164 (16 points): improves score by 1295.60411394
20:40:27 [I] klustakwik Iteration 43F: 202 clusters, 13330 changed, score=-610977382.540521 (decreased by 2360.404639)
20:43:23 [I] klustakwik Deleting cluster 9 (1044 points): improves score by 1273.00017965
20:43:24 [I] klustakwik Iteration 44F: 201 clusters, 13922 changed, score=-610979837.302325 (decreased by 2454.761804)
20:46:20 [I] klustakwik Deleting cluster 174 (7 points): improves score by 1130.18727326
20:46:20 [I] klustakwik Iteration 45F: 200 clusters, 12925 changed, score=-610983763.893196 (decreased by 3926.590870)
20:49:15 [I] klustakwik Deleting cluster 144 (1746 points): improves score by 1165.49578893
20:49:16 [I] klustakwik Iteration 46F: 199 clusters, 14228 changed, score=-610986288.824865 (decreased by 2524.931670)
20:52:16 [I] klustakwik Deleting cluster 174 (3 points): improves score by 1110.0372442
20:52:17 [I] klustakwik Iteration 47F: 198 clusters, 12878 changed, score=-610991395.529298 (decreased by 5106.704433)
20:55:18 [I] klustakwik Deleting cluster 142 (4 points): improves score by 1089.55093408
20:55:18 [I] klustakwik Iteration 48F: 197 clusters, 12486 changed, score=-610993832.185483 (decreased by 2436.656185)
20:58:21 [I] klustakwik Deleting cluster 145 (6 points): improves score by 1046.3520602
20:58:22 [I] klustakwik Iteration 49F: 196 clusters, 12230 changed, score=-610996175.798728 (decreased by 2343.613244)
21:01:23 [I] klustakwik Deleting cluster 164 (88 points): improves score by 1064.53421831
21:01:24 [I] klustakwik Iteration 50F: 195 clusters, 12158 changed, score=-610998608.562237 (decreased by 2432.763509)
21:04:25 [I] klustakwik Deleting cluster 121 (6 points): improves score by 1015.58574092
21:04:26 [I] klustakwik Iteration 51F: 194 clusters, 11938 changed, score=-611001321.355637 (decreased by 2712.793400)
21:07:28 [I] klustakwik Deleting cluster 168 (80 points): improves score by 989.491105437
21:07:29 [I] klustakwik Iteration 52F: 193 clusters, 11695 changed, score=-611003879.163197 (decreased by 2557.807560)
21:10:29 [I] klustakwik Deleting cluster 136 (2 points): improves score by 962.681405902
21:10:30 [I] klustakwik Iteration 53F: 192 clusters, 11165 changed, score=-611006539.148188 (decreased by 2659.984991)
21:13:30 [I] klustakwik Deleting cluster 43 (10 points): improves score by 893.118212342
21:13:31 [I] klustakwik Iteration 54F: 191 clusters, 10988 changed, score=-611008928.996279 (decreased by 2389.848091)
21:16:30 [I] klustakwik Deleting cluster 174 (1 points): improves score by 805.866831303
21:16:31 [I] klustakwik Iteration 55F: 190 clusters, 10801 changed, score=-611011375.078159 (decreased by 2446.081880)
21:19:31 [I] klustakwik Deleting cluster 80 (28 points): improves score by 815.295847654
21:19:32 [I] klustakwik Iteration 56F: 189 clusters, 10267 changed, score=-611013787.347847 (decreased by 2412.269688)
21:22:34 [I] klustakwik Deleting cluster 41 (10 points): improves score by 767.581707001
21:22:34 [I] klustakwik Iteration 57F: 188 clusters, 9915 changed, score=-611016081.602080 (decreased by 2294.254233)
21:25:35 [I] klustakwik Deleting cluster 157 (3 points): improves score by 742.45371139
21:25:35 [I] klustakwik Iteration 58F: 187 clusters, 9404 changed, score=-611018245.764570 (decreased by 2164.162490)
21:28:33 [I] klustakwik Deleting cluster 164 (19 points): improves score by 653.855136514
21:28:34 [I] klustakwik Iteration 59F: 186 clusters, 9181 changed, score=-611020266.841802 (decreased by 2021.077232)
21:31:32 [I] klustakwik Deleting cluster 156 (7 points): improves score by 598.347869992
21:31:33 [I] klustakwik Iteration 60F: 185 clusters, 8867 changed, score=-611022207.616623 (decreased by 1940.774821)
21:31:33 [I] klustakwik Trying to split clusters
22:03:59 [I] klustakwik Split into 185 clusters
22:06:55 [I] klustakwik Deleting cluster 120 (15 points): improves score by 577.09525609
22:06:56 [I] klustakwik Iteration 61F: 185 clusters, 8610 changed, score=-611024912.516932 (decreased by 2704.900309)
22:09:54 [I] klustakwik Deleting cluster 149 (8 points): improves score by 568.290884018
22:09:55 [I] klustakwik Iteration 62F: 184 clusters, 8251 changed, score=-611026706.707975 (decreased by 1794.191044)
22:12:49 [I] klustakwik Deleting cluster 137 (6 points): improves score by 532.662786484
22:12:50 [I] klustakwik Iteration 63F: 183 clusters, 7797 changed, score=-611028344.321584 (decreased by 1637.613609)
22:15:44 [I] klustakwik Deleting cluster 7 (64 points): improves score by 474.650433779
22:15:45 [I] klustakwik Iteration 64F: 182 clusters, 7342 changed, score=-611029824.692309 (decreased by 1480.370725)
22:18:41 [I] klustakwik Deleting cluster 126 (492 points): improves score by 414.055366278
22:18:41 [I] klustakwik Iteration 65F: 181 clusters, 7434 changed, score=-611031154.713801 (decreased by 1330.021492)
22:21:37 [I] klustakwik Deleting cluster 117 (13 points): improves score by 400.238499761
22:21:37 [I] klustakwik Iteration 66F: 180 clusters, 6556 changed, score=-611032971.015640 (decreased by 1816.301839)
22:24:31 [I] klustakwik Deleting cluster 116 (28 points): improves score by 299.029708743
22:24:32 [I] klustakwik Iteration 67F: 179 clusters, 6178 changed, score=-611034244.806990 (decreased by 1273.791350)
22:27:24 [I] klustakwik Deleting cluster 151 (87 points): improves score by 273.923471212
22:27:25 [I] klustakwik Iteration 68F: 178 clusters, 5768 changed, score=-611035179.345613 (decreased by 934.538623)
22:30:15 [I] klustakwik Deleting cluster 79 (996 points): improves score by 257.823516846
22:30:15 [I] klustakwik Iteration 69F: 177 clusters, 6474 changed, score=-611035960.836873 (decreased by 781.491261)
22:33:08 [I] klustakwik Deleting cluster 145 (34 points): improves score by 255.948236465
22:33:08 [I] klustakwik Iteration 70F: 176 clusters, 5594 changed, score=-611038778.959671 (decreased by 2818.122798)
22:35:58 [I] klustakwik Deleting cluster 126 (32 points): improves score by 246.092864752
22:35:59 [I] klustakwik Iteration 71F: 175 clusters, 5149 changed, score=-611039720.541151 (decreased by 941.581479)
22:38:52 [I] klustakwik Deleting cluster 138 (22 points): improves score by 246.442252755
22:38:53 [I] klustakwik Iteration 72F: 174 clusters, 4859 changed, score=-611040546.876822 (decreased by 826.335671)
22:41:45 [I] klustakwik Deleting cluster 19 (23 points): improves score by 231.002296448
22:41:45 [I] klustakwik Iteration 73F: 173 clusters, 4636 changed, score=-611041186.507464 (decreased by 639.630643)
22:44:37 [I] klustakwik Deleting cluster 149 (61 points): improves score by 232.949727416
22:44:38 [I] klustakwik Iteration 74F: 172 clusters, 4341 changed, score=-611041761.690614 (decreased by 575.183149)
22:47:28 [I] klustakwik Deleting cluster 74 (42 points): improves score by 226.522583127
22:47:29 [I] klustakwik Iteration 75F: 171 clusters, 4110 changed, score=-611042305.970152 (decreased by 544.279539)
22:50:19 [I] klustakwik Deleting cluster 152 (16 points): improves score by 220.838585615
22:50:20 [I] klustakwik Iteration 76F: 170 clusters, 3853 changed, score=-611042799.993718 (decreased by 494.023566)
22:53:12 [I] klustakwik Deleting cluster 140 (45 points): improves score by 184.759729862
22:53:13 [I] klustakwik Iteration 77F: 169 clusters, 3580 changed, score=-611043184.759445 (decreased by 384.765727)
22:56:06 [I] klustakwik Deleting cluster 143 (13 points): improves score by 158.914425969
22:56:07 [I] klustakwik Iteration 78F: 168 clusters, 3498 changed, score=-611043506.451015 (decreased by 321.691570)
22:58:59 [I] klustakwik Deleting cluster 147 (3 points): improves score by 139.342524886
22:59:00 [I] klustakwik Iteration 79F: 167 clusters, 3340 changed, score=-611043825.035004 (decreased by 318.583989)
23:01:51 [I] klustakwik Deleting cluster 131 (167 points): improves score by 112.490329504
23:01:52 [I] klustakwik Iteration 80F: 166 clusters, 3495 changed, score=-611044032.226632 (decreased by 207.191628)
23:04:43 [I] klustakwik Iteration 81F: 165 clusters, 3236 changed, score=-611044314.511170 (decreased by 282.284538)
23:07:36 [I] klustakwik Iteration 82F: 165 clusters, 3144 changed, score=-611044385.951715 (decreased by 71.440545)
23:10:25 [I] klustakwik Iteration 83F: 165 clusters, 3016 changed, score=-611044491.427586 (decreased by 105.475871)
23:13:15 [I] klustakwik Iteration 84F: 165 clusters, 2875 changed, score=-611044611.819516 (decreased by 120.391930)
23:16:09 [I] klustakwik Iteration 85F: 165 clusters, 2671 changed, score=-611044766.268558 (decreased by 154.449042)
23:19:02 [I] klustakwik Deleting cluster 25 (2600 points): improves score by 15.7260652781
23:19:03 [I] klustakwik Iteration 86F: 165 clusters, 5104 changed, score=-611044960.784617 (decreased by 194.516059)
23:21:59 [I] klustakwik Iteration 87F: 164 clusters, 3181 changed, score=-611048771.886258 (decreased by 3811.101641)
23:24:51 [I] klustakwik Deleting cluster 130 (1533 points): improves score by 7.31350827217
23:24:52 [I] klustakwik Iteration 88F: 164 clusters, 4248 changed, score=-611048844.407514 (decreased by 72.521255)
23:27:46 [I] klustakwik Iteration 89F: 163 clusters, 3233 changed, score=-611050965.021954 (decreased by 2120.614440)
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23:59:15 [I] klustakwik Iteration 100F: 163 clusters, 1988 changed, score=-611051112.876341 (decreased by 31.611776)
23:59:15 [I] klustakwik Trying to split clusters
00:32:15 [I] klustakwik Iteration 101F: 163 clusters, 1907 changed, score=-611051129.830763 (decreased by 16.954423)
00:35:07 [I] klustakwik Iteration 102F: 163 clusters, 1840 changed, score=-611051133.509889 (decreased by 3.679125)
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07:36:31 [I] klustakwik Deleting cluster 67 (2302 points): improves score by 58.2588454485
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11:31:44 [I] klustakwik Trying to split clusters
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12:50:25 [I] klustakwik Deleting cluster 77 (438 points): improves score by 21.1808161736
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13:46:41 [I] klustakwik Trying to split clusters
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14:33:35 [I] klustakwik No points changed and last step was full, so trying to split.
14:33:35 [I] klustakwik Trying to split clusters
15:00:57 [I] klustakwik No points changed, previous step was full and did not split, so finishing.