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07:04:54 [I] klustakwik KlustaKwik2 version 0.2.5
07:06:59 [I] klustakwik Number of spikes in data set: 791122
07:06:59 [I] klustakwik Number of unique masks in data set: 2008
07:06:59 [I] klustakwik Using mask starts with 500 clusters, data has 2008 unique masks
07:07:00 [I] klustakwik Clustering data set of 791122 points, 61 features
07:07:00 [I] klustakwik Starting iteration 0 with 500 clusters
07:08:18 [I] klustakwik Deleting cluster 2 (43 points): improves score by 12846.0146435
07:08:18 [I] klustakwik Iteration 1F: 497 clusters, 684928 changed, score=-175297241.073049
07:08:57 [I] klustakwik Deleting cluster 117 (1 points): improves score by 12815.9368262
07:08:57 [I] klustakwik Iteration 2F: 184 clusters, 284763 changed, score=-183039993.090538 (decreased by 7742752.017489)
07:09:32 [I] klustakwik Deleting cluster 109 (150 points): improves score by 13591.8047208
07:09:32 [I] klustakwik Iteration 3F: 132 clusters, 154521 changed, score=-184609107.952700 (decreased by 1569114.862162)
07:10:05 [I] klustakwik Deleting cluster 119 (12 points): improves score by 9708.9087241
07:10:06 [I] klustakwik Iteration 4F: 126 clusters, 78006 changed, score=-185192496.248329 (decreased by 583388.295630)
07:10:38 [I] klustakwik Deleting cluster 120 (1 points): improves score by 8986.65933609
07:10:39 [I] klustakwik Iteration 5F: 120 clusters, 64674 changed, score=-185536625.767785 (decreased by 344129.519456)
07:11:12 [I] klustakwik Deleting cluster 100 (8 points): improves score by 8496.54923454
07:11:12 [I] klustakwik Iteration 6F: 120 clusters, 51068 changed, score=-185779151.579042 (decreased by 242525.811257)
07:11:46 [I] klustakwik Deleting cluster 63 (35 points): improves score by 9339.33772656
07:11:46 [I] klustakwik Iteration 7F: 117 clusters, 52074 changed, score=-185993195.925352 (decreased by 214044.346310)
07:12:19 [I] klustakwik Deleting cluster 71 (47 points): improves score by 9844.76561746
07:12:20 [I] klustakwik Iteration 8F: 116 clusters, 48201 changed, score=-186316566.397416 (decreased by 323370.472063)
07:12:53 [I] klustakwik Deleting cluster 67 (12 points): improves score by 9655.8461237
07:12:53 [I] klustakwik Iteration 9F: 115 clusters, 17275 changed, score=-186453009.332044 (decreased by 136442.934628)
07:13:25 [I] klustakwik Deleting cluster 77 (225 points): improves score by 12663.7732365
07:13:26 [I] klustakwik Iteration 10F: 114 clusters, 12468 changed, score=-186495001.963579 (decreased by 41992.631535)
07:13:59 [I] klustakwik Deleting cluster 37 (17 points): improves score by 9926.4168545
07:13:59 [I] klustakwik Iteration 11F: 113 clusters, 10345 changed, score=-186535080.832085 (decreased by 40078.868506)
07:14:32 [I] klustakwik Deleting cluster 13 (13 points): improves score by 8831.27810803
07:14:32 [I] klustakwik Iteration 12F: 112 clusters, 8821 changed, score=-186562554.843087 (decreased by 27474.011002)
07:15:06 [I] klustakwik Deleting cluster 87 (45 points): improves score by 9219.01393065
07:15:06 [I] klustakwik Iteration 13F: 111 clusters, 7710 changed, score=-186580757.409002 (decreased by 18202.565915)
07:15:38 [I] klustakwik Deleting cluster 62 (17 points): improves score by 8759.14089319
07:15:38 [I] klustakwik Iteration 14F: 110 clusters, 6857 changed, score=-186601944.643629 (decreased by 21187.234627)
07:16:11 [I] klustakwik Deleting cluster 65 (46 points): improves score by 7716.58752382
07:16:11 [I] klustakwik Iteration 15F: 109 clusters, 6279 changed, score=-186620399.269940 (decreased by 18454.626312)
07:16:44 [I] klustakwik Deleting cluster 88 (50 points): improves score by 7739.25097501
07:16:44 [I] klustakwik Iteration 16F: 108 clusters, 6011 changed, score=-186637243.638932 (decreased by 16844.368991)
07:17:16 [I] klustakwik Deleting cluster 37 (62 points): improves score by 5869.22348946
07:17:16 [I] klustakwik Iteration 17F: 107 clusters, 5001 changed, score=-186652587.747832 (decreased by 15344.108900)
07:17:49 [I] klustakwik Deleting cluster 58 (2 points): improves score by 4697.85627773
07:17:49 [I] klustakwik Iteration 18F: 106 clusters, 3986 changed, score=-186665085.162850 (decreased by 12497.415019)
07:18:21 [I] klustakwik Deleting cluster 47 (44 points): improves score by 5414.97487813
07:18:21 [I] klustakwik Iteration 19F: 105 clusters, 3244 changed, score=-186668904.431033 (decreased by 3819.268183)
07:18:53 [I] klustakwik Deleting cluster 60 (827 points): improves score by 4755.86833104
07:18:54 [I] klustakwik Iteration 20F: 104 clusters, 3491 changed, score=-186675479.859225 (decreased by 6575.428192)
07:18:54 [I] klustakwik Trying to split clusters
07:31:43 [I] klustakwik Split into 127 clusters
07:32:22 [I] klustakwik Deleting cluster 82 (49 points): improves score by 3727.04751655
07:32:22 [I] klustakwik Iteration 21F: 127 clusters, 18335 changed, score=-186979263.391579 (decreased by 303783.532354)
07:33:01 [I] klustakwik Deleting cluster 79 (33 points): improves score by 4761.97099632
07:33:01 [I] klustakwik Iteration 22F: 126 clusters, 8029 changed, score=-187001604.347918 (decreased by 22340.956339)
07:33:40 [I] klustakwik Deleting cluster 56 (2 points): improves score by 2616.82828197
07:33:40 [I] klustakwik Iteration 23F: 125 clusters, 5396 changed, score=-187011349.427759 (decreased by 9745.079841)
07:34:19 [I] klustakwik Deleting cluster 38 (9 points): improves score by 1963.67255396
07:34:19 [I] klustakwik Iteration 24F: 124 clusters, 4216 changed, score=-187017688.733797 (decreased by 6339.306038)
07:34:58 [I] klustakwik Deleting cluster 81 (2 points): improves score by 1731.35791436
07:34:58 [I] klustakwik Iteration 25F: 123 clusters, 3584 changed, score=-187022890.738781 (decreased by 5202.004984)
07:35:37 [I] klustakwik Deleting cluster 40 (13 points): improves score by 1124.23074344
07:35:37 [I] klustakwik Iteration 26F: 122 clusters, 3107 changed, score=-187027224.126809 (decreased by 4333.388027)
07:36:16 [I] klustakwik Deleting cluster 76 (2 points): improves score by 925.949916184
07:36:16 [I] klustakwik Iteration 27F: 121 clusters, 2725 changed, score=-187030175.495738 (decreased by 2951.368929)
07:36:55 [I] klustakwik Deleting cluster 44 (3 points): improves score by 851.450760931
07:36:55 [I] klustakwik Iteration 28F: 120 clusters, 2284 changed, score=-187032700.228164 (decreased by 2524.732426)
07:37:34 [I] klustakwik Deleting cluster 88 (1012 points): improves score by 856.467919707
07:37:34 [I] klustakwik Iteration 29F: 119 clusters, 2898 changed, score=-187034761.592838 (decreased by 2061.364674)
07:38:12 [I] klustakwik Deleting cluster 66 (12 points): improves score by 708.44660601
07:38:12 [I] klustakwik Iteration 30F: 118 clusters, 1824 changed, score=-187037729.650397 (decreased by 2968.057560)
07:38:50 [I] klustakwik Deleting cluster 44 (6 points): improves score by 706.391162753
07:38:50 [I] klustakwik Iteration 31F: 117 clusters, 1498 changed, score=-187039375.396027 (decreased by 1645.745630)
07:39:28 [I] klustakwik Deleting cluster 47 (8 points): improves score by 568.733877182
07:39:28 [I] klustakwik Iteration 32F: 116 clusters, 1367 changed, score=-187040813.306030 (decreased by 1437.910003)
07:40:05 [I] klustakwik Deleting cluster 108 (13 points): improves score by 539.028911173
07:40:05 [I] klustakwik Iteration 33F: 115 clusters, 1324 changed, score=-187042332.942799 (decreased by 1519.636769)
07:40:42 [I] klustakwik Deleting cluster 78 (4 points): improves score by 429.71140939
07:40:42 [I] klustakwik Iteration 34F: 114 clusters, 1380 changed, score=-187044353.893245 (decreased by 2020.950446)
07:41:19 [I] klustakwik Deleting cluster 49 (22 points): improves score by 401.359680921
07:41:19 [I] klustakwik Iteration 35F: 113 clusters, 1514 changed, score=-187046593.872601 (decreased by 2239.979356)
07:41:56 [I] klustakwik Deleting cluster 71 (3 points): improves score by 372.647346497
07:41:57 [I] klustakwik Iteration 36F: 112 clusters, 1817 changed, score=-187049328.862641 (decreased by 2734.990040)
07:42:34 [I] klustakwik Deleting cluster 42 (1352 points): improves score by 344.066930413
07:42:34 [I] klustakwik Iteration 37F: 111 clusters, 3395 changed, score=-187054200.159423 (decreased by 4871.296782)
07:43:10 [I] klustakwik Deleting cluster 56 (7 points): improves score by 256.261665434
07:43:11 [I] klustakwik Iteration 38F: 110 clusters, 2420 changed, score=-187064086.760257 (decreased by 9886.600834)
07:43:48 [I] klustakwik Deleting cluster 76 (12 points): improves score by 256.163402647
07:43:48 [I] klustakwik Iteration 39F: 109 clusters, 2156 changed, score=-187073590.432361 (decreased by 9503.672104)
07:44:25 [I] klustakwik Deleting cluster 35 (14 points): improves score by 388.244187683
07:44:25 [I] klustakwik Iteration 40F: 108 clusters, 1614 changed, score=-187078530.066800 (decreased by 4939.634439)
07:45:03 [I] klustakwik Deleting cluster 57 (15 points): improves score by 251.845630646
07:45:03 [I] klustakwik Iteration 41F: 107 clusters, 1059 changed, score=-187080113.823648 (decreased by 1583.756847)
07:45:40 [I] klustakwik Deleting cluster 23 (8 points): improves score by 238.360774606
07:45:41 [I] klustakwik Iteration 42F: 106 clusters, 677 changed, score=-187080880.044078 (decreased by 766.220430)
07:46:18 [I] klustakwik Deleting cluster 66 (12 points): improves score by 194.752846301
07:46:18 [I] klustakwik Iteration 43F: 105 clusters, 501 changed, score=-187081339.245588 (decreased by 459.201511)
07:46:55 [I] klustakwik Deleting cluster 72 (6 points): improves score by 187.811482191
07:46:55 [I] klustakwik Iteration 44F: 104 clusters, 432 changed, score=-187081734.978115 (decreased by 395.732526)
07:47:31 [I] klustakwik Deleting cluster 49 (14 points): improves score by 187.738906085
07:47:31 [I] klustakwik Iteration 45F: 103 clusters, 434 changed, score=-187082099.284507 (decreased by 364.306392)
07:48:07 [I] klustakwik Deleting cluster 30 (22 points): improves score by 150.23694101
07:48:07 [I] klustakwik Iteration 46F: 102 clusters, 479 changed, score=-187082456.438249 (decreased by 357.153742)
07:48:43 [I] klustakwik Deleting cluster 32 (1160 points): improves score by 72.8057440817
07:48:43 [I] klustakwik Iteration 47F: 101 clusters, 1636 changed, score=-187082890.666264 (decreased by 434.228015)
07:49:19 [I] klustakwik Iteration 48F: 100 clusters, 1076 changed, score=-187084969.588368 (decreased by 2078.922104)
07:49:55 [I] klustakwik Iteration 49F: 100 clusters, 903 changed, score=-187085609.911800 (decreased by 640.323432)
07:50:32 [I] klustakwik Iteration 50F: 100 clusters, 879 changed, score=-187086422.374533 (decreased by 812.462734)
07:51:07 [I] klustakwik Iteration 51F: 100 clusters, 863 changed, score=-187087583.672109 (decreased by 1161.297576)
07:51:43 [I] klustakwik Iteration 52F: 100 clusters, 837 changed, score=-187088919.621043 (decreased by 1335.948933)
07:52:19 [I] klustakwik Iteration 53F: 100 clusters, 846 changed, score=-187090152.458964 (decreased by 1232.837921)
07:52:54 [I] klustakwik Iteration 54F: 100 clusters, 807 changed, score=-187091094.621647 (decreased by 942.162683)
07:53:29 [I] klustakwik Iteration 55F: 100 clusters, 736 changed, score=-187091885.815181 (decreased by 791.193533)
07:54:05 [I] klustakwik Iteration 56F: 100 clusters, 685 changed, score=-187092541.630956 (decreased by 655.815776)
07:54:40 [I] klustakwik Iteration 57F: 100 clusters, 597 changed, score=-187093080.300715 (decreased by 538.669759)
07:55:16 [I] klustakwik Iteration 58F: 100 clusters, 505 changed, score=-187093406.015446 (decreased by 325.714730)
07:55:52 [I] klustakwik Iteration 59F: 100 clusters, 406 changed, score=-187093664.969120 (decreased by 258.953675)
07:56:28 [I] klustakwik Iteration 60F: 100 clusters, 344 changed, score=-187093744.386389 (decreased by 79.417269)
07:56:28 [I] klustakwik Trying to split clusters
08:07:17 [I] klustakwik Split into 121 clusters
08:07:57 [I] klustakwik Deleting cluster 44 (12 points): improves score by 226.386670619
08:07:57 [I] klustakwik Iteration 61F: 121 clusters, 14590 changed, score=-187195561.205467 (decreased by 101816.819077)
08:08:37 [I] klustakwik Deleting cluster 111 (10 points): improves score by 71.1707901955
08:08:38 [I] klustakwik Iteration 62F: 120 clusters, 6444 changed, score=-187209109.197580 (decreased by 13547.992114)
08:09:19 [I] klustakwik Iteration 63F: 119 clusters, 3876 changed, score=-187213816.773110 (decreased by 4707.575530)
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08:34:57 [I] klustakwik Trying to split clusters
08:44:53 [I] klustakwik Split into 127 clusters
08:45:36 [I] klustakwik Iteration 101F: 127 clusters, 5246 changed, score=-187233667.606152 (decreased by 13926.481222)
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09:14:00 [I] klustakwik Trying to split clusters
09:22:28 [I] klustakwik Split into 132 clusters
09:23:13 [I] klustakwik Iteration 141F: 132 clusters, 2376 changed, score=-187254702.044270 (decreased by 17149.132286)
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09:52:20 [I] klustakwik Trying to split clusters
10:01:42 [I] klustakwik Split into 133 clusters
10:02:27 [I] klustakwik Iteration 181F: 133 clusters, 27 changed, score=-187258993.206476 (decreased by 131.799098)
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10:22:03 [I] klustakwik Iteration 207F: 132 clusters, 0 changed, score=-187258675.483916 (decreased by -0.417622)
10:22:03 [I] klustakwik No points changed and last step was full, so trying to split.
10:22:03 [I] klustakwik Trying to split clusters
10:29:03 [I] klustakwik No points changed, previous step was full and did not split, so finishing.
