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11:57:00 [I] klustakwik KlustaKwik2 version 0.2.5
12:01:34 [I] klustakwik Number of spikes in data set: 1672967
12:01:34 [I] klustakwik Number of unique masks in data set: 2121
12:01:34 [I] klustakwik Using mask starts with 500 clusters, data has 2121 unique masks
12:01:36 [I] klustakwik Clustering data set of 1672967 points, 61 features
12:01:36 [I] klustakwik Starting iteration 0 with 500 clusters
12:05:01 [I] klustakwik Deleting cluster 31 (1 points): improves score by 13545.111878
12:05:02 [I] klustakwik Iteration 1F: 487 clusters, 1415560 changed, score=-404188969.340770
12:06:36 [I] klustakwik Deleting cluster 93 (19 points): improves score by 12599.5204582
12:06:37 [I] klustakwik Iteration 2F: 209 clusters, 489744 changed, score=-417241501.661035 (decreased by 13052532.320265)
12:07:57 [I] klustakwik Deleting cluster 125 (1 points): improves score by 10004.1554751
12:07:58 [I] klustakwik Iteration 3F: 149 clusters, 237881 changed, score=-419975394.038157 (decreased by 2733892.377122)
12:09:16 [I] klustakwik Deleting cluster 10 (58 points): improves score by 9372.56277156
12:09:16 [I] klustakwik Iteration 4F: 137 clusters, 144389 changed, score=-420756196.503485 (decreased by 780802.465328)
12:10:35 [I] klustakwik Deleting cluster 51 (5 points): improves score by 7830.58445299
12:10:35 [I] klustakwik Iteration 5F: 132 clusters, 103377 changed, score=-421180267.636651 (decreased by 424071.133166)
12:11:53 [I] klustakwik Deleting cluster 86 (1 points): improves score by 13546.9066741
12:11:54 [I] klustakwik Iteration 6F: 130 clusters, 80769 changed, score=-421440016.574334 (decreased by 259748.937684)
12:13:11 [I] klustakwik Deleting cluster 121 (2 points): improves score by 6629.79023862
12:13:12 [I] klustakwik Iteration 7F: 129 clusters, 66164 changed, score=-421625617.921381 (decreased by 185601.347047)
12:14:29 [I] klustakwik Deleting cluster 65 (27 points): improves score by 6173.77482724
12:14:30 [I] klustakwik Iteration 8F: 128 clusters, 53742 changed, score=-421760729.539549 (decreased by 135111.618168)
12:15:48 [I] klustakwik Deleting cluster 119 (23 points): improves score by 4471.6351825
12:15:49 [I] klustakwik Iteration 9F: 127 clusters, 43064 changed, score=-421854642.868583 (decreased by 93913.329034)
12:17:07 [I] klustakwik Deleting cluster 105 (3 points): improves score by 3920.11319649
12:17:08 [I] klustakwik Iteration 10F: 126 clusters, 37660 changed, score=-421929015.010650 (decreased by 74372.142067)
12:18:26 [I] klustakwik Deleting cluster 88 (4 points): improves score by 3275.89362472
12:18:27 [I] klustakwik Iteration 11F: 125 clusters, 34374 changed, score=-421995660.392306 (decreased by 66645.381656)
12:19:44 [I] klustakwik Deleting cluster 99 (1 points): improves score by 2542.71111256
12:19:44 [I] klustakwik Iteration 12F: 124 clusters, 32159 changed, score=-422051253.461330 (decreased by 55593.069023)
12:21:04 [I] klustakwik Deleting cluster 104 (4 points): improves score by 2456.66109234
12:21:05 [I] klustakwik Iteration 13F: 123 clusters, 30353 changed, score=-422102105.799242 (decreased by 50852.337912)
12:22:22 [I] klustakwik Deleting cluster 98 (4 points): improves score by 1992.72826517
12:22:22 [I] klustakwik Iteration 14F: 122 clusters, 28090 changed, score=-422147681.543416 (decreased by 45575.744174)
12:23:38 [I] klustakwik Deleting cluster 99 (34 points): improves score by 1951.19278955
12:23:39 [I] klustakwik Iteration 15F: 121 clusters, 26288 changed, score=-422184925.989017 (decreased by 37244.445600)
12:24:56 [I] klustakwik Deleting cluster 88 (12 points): improves score by 2362.45596957
12:24:56 [I] klustakwik Iteration 16F: 120 clusters, 26063 changed, score=-422221310.988396 (decreased by 36384.999379)
12:26:12 [I] klustakwik Deleting cluster 117 (7 points): improves score by 1781.9653511
12:26:12 [I] klustakwik Iteration 17F: 119 clusters, 27681 changed, score=-422260050.069221 (decreased by 38739.080825)
12:27:29 [I] klustakwik Deleting cluster 65 (4 points): improves score by 1406.30720836
12:27:29 [I] klustakwik Iteration 18F: 118 clusters, 32326 changed, score=-422306967.251111 (decreased by 46917.181890)
12:28:45 [I] klustakwik Deleting cluster 28 (8 points): improves score by 1340.72116506
12:28:45 [I] klustakwik Iteration 19F: 117 clusters, 39990 changed, score=-422377806.660873 (decreased by 70839.409761)
12:30:03 [I] klustakwik Deleting cluster 115 (2 points): improves score by 1182.0791347
12:30:03 [I] klustakwik Iteration 20F: 115 clusters, 37494 changed, score=-422471430.835221 (decreased by 93624.174348)
12:30:03 [I] klustakwik Trying to split clusters
13:17:44 [I] klustakwik Split into 162 clusters
13:19:28 [I] klustakwik Deleting cluster 82 (3 points): improves score by 852.688097417
13:19:29 [I] klustakwik Iteration 21F: 162 clusters, 79493 changed, score=-423406220.581305 (decreased by 934789.746084)
13:21:12 [I] klustakwik Deleting cluster 11 (27 points): improves score by 2815.59883332
13:21:13 [I] klustakwik Iteration 22F: 161 clusters, 33256 changed, score=-423477928.244590 (decreased by 71707.663284)
13:22:56 [I] klustakwik Deleting cluster 93 (9 points): improves score by 615.324467778
13:22:57 [I] klustakwik Iteration 23F: 160 clusters, 24155 changed, score=-423509974.787199 (decreased by 32046.542609)
13:24:39 [I] klustakwik Deleting cluster 79 (5 points): improves score by 551.284250915
13:24:40 [I] klustakwik Iteration 24F: 159 clusters, 20005 changed, score=-423536712.331380 (decreased by 26737.544182)
13:26:24 [I] klustakwik Deleting cluster 67 (8 points): improves score by 454.939484477
13:26:25 [I] klustakwik Iteration 25F: 158 clusters, 17696 changed, score=-423560966.992867 (decreased by 24254.661487)
13:28:07 [I] klustakwik Deleting cluster 63 (13 points): improves score by 311.791018546
13:28:07 [I] klustakwik Iteration 26F: 157 clusters, 16702 changed, score=-423584261.237409 (decreased by 23294.244542)
13:29:49 [I] klustakwik Deleting cluster 106 (4 points): improves score by 259.662135839
13:29:49 [I] klustakwik Iteration 27F: 156 clusters, 15589 changed, score=-423606770.027058 (decreased by 22508.789649)
13:31:31 [I] klustakwik Deleting cluster 47 (9 points): improves score by 171.203954041
13:31:32 [I] klustakwik Iteration 28F: 155 clusters, 13218 changed, score=-423627244.332744 (decreased by 20474.305687)
13:33:14 [I] klustakwik Deleting cluster 98 (11 points): improves score by 143.482318342
13:33:14 [I] klustakwik Iteration 29F: 154 clusters, 9607 changed, score=-423639339.900102 (decreased by 12095.567358)
13:34:54 [I] klustakwik Deleting cluster 64 (15 points): improves score by 99.1072673798
13:34:55 [I] klustakwik Iteration 30F: 153 clusters, 7326 changed, score=-423645596.553025 (decreased by 6256.652923)
13:36:35 [I] klustakwik Deleting cluster 47 (7 points): improves score by 62.2684201002
13:36:35 [I] klustakwik Iteration 31F: 152 clusters, 6272 changed, score=-423650506.793020 (decreased by 4910.239995)
13:38:18 [I] klustakwik Deleting cluster 32 (10 points): improves score by 51.1447181106
13:38:19 [I] klustakwik Iteration 32F: 151 clusters, 5677 changed, score=-423655354.771195 (decreased by 4847.978175)
13:40:01 [I] klustakwik Iteration 33F: 150 clusters, 5211 changed, score=-423659938.089726 (decreased by 4583.318531)
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14:11:59 [I] klustakwik Iteration 52F: 150 clusters, 2012 changed, score=-423690897.126713 (decreased by 960.936733)
14:13:39 [I] klustakwik Iteration 53F: 150 clusters, 1949 changed, score=-423691936.841816 (decreased by 1039.715103)
14:15:22 [I] klustakwik Iteration 54F: 150 clusters, 1909 changed, score=-423692975.346054 (decreased by 1038.504238)
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14:18:45 [I] klustakwik Iteration 56F: 150 clusters, 2026 changed, score=-423695375.779342 (decreased by 1297.151007)
14:20:30 [I] klustakwik Iteration 57F: 150 clusters, 2034 changed, score=-423697071.201884 (decreased by 1695.422543)
14:22:09 [I] klustakwik Iteration 58F: 150 clusters, 2040 changed, score=-423699167.046956 (decreased by 2095.845072)
14:23:50 [I] klustakwik Iteration 59F: 150 clusters, 2212 changed, score=-423701709.653798 (decreased by 2542.606841)
14:25:31 [I] klustakwik Iteration 60F: 150 clusters, 2205 changed, score=-423704417.495048 (decreased by 2707.841250)
14:25:31 [I] klustakwik Trying to split clusters
15:06:23 [I] klustakwik Split into 191 clusters
15:08:35 [I] klustakwik Deleting cluster 190 (7 points): improves score by 47.6945104003
15:08:36 [I] klustakwik Iteration 61F: 190 clusters, 35622 changed, score=-424026169.316992 (decreased by 321751.821944)
15:10:42 [I] klustakwik Deleting cluster 186 (7 points): improves score by 82.3599341512
15:10:43 [I] klustakwik Iteration 62F: 190 clusters, 14310 changed, score=-424053979.432430 (decreased by 27810.115438)
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16:31:25 [I] klustakwik Trying to split clusters
17:23:33 [I] klustakwik Split into 214 clusters
17:25:50 [I] klustakwik Iteration 101F: 214 clusters, 19727 changed, score=-424191333.326807 (decreased by 90170.333126)
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18:57:53 [I] klustakwik Trying to split clusters
19:42:19 [I] klustakwik Split into 218 clusters
19:44:38 [I] klustakwik Deleting cluster 139 (8 points): improves score by 90.6880012751
19:44:39 [I] klustakwik Iteration 141F: 218 clusters, 2663 changed, score=-424222080.122011 (decreased by 2665.714115)
19:46:55 [I] klustakwik Deleting cluster 148 (6 points): improves score by 26.4362952113
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21:52:18 [I] klustakwik Split into 219 clusters
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23:25:37 [I] klustakwik Trying to split clusters
00:00:42 [I] klustakwik Split into 223 clusters
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03:50:25 [I] klustakwik Trying to split clusters
04:27:08 [I] klustakwik Split into 225 clusters
04:29:41 [I] klustakwik Deleting cluster 224 (7 points): improves score by 80.3379781842
04:29:42 [I] klustakwik Iteration 301F: 224 clusters, 9 changed, score=-424247521.407295 (decreased by 87.255971)
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04:37:15 [I] klustakwik No points changed and last step was full, so trying to split.
04:37:15 [I] klustakwik Trying to split clusters
05:20:37 [I] klustakwik Split into 225 clusters
05:23:19 [I] klustakwik Deleting cluster 224 (8 points): improves score by 55.0653558969
05:23:20 [I] klustakwik Iteration 305F: 224 clusters, 6 changed, score=-424247541.423362 (decreased by -79.075537)
05:26:00 [I] klustakwik Iteration 306F: 224 clusters, 1 changed, score=-424247593.839271 (decreased by 52.415909)
05:26:00 [W] klustakwik Cycle detected! Attempting to break out by splitting.
05:26:00 [I] klustakwik Trying to split clusters
06:10:07 [I] klustakwik Iteration 307F: 224 clusters, 1 changed, score=-424247609.141951 (decreased by 15.302680)
06:10:08 [W] klustakwik Cycle detected! Attempting to break out by splitting.
06:10:08 [I] klustakwik Trying to split clusters
06:52:34 [I] klustakwik Split into 226 clusters
06:55:06 [I] klustakwik Deleting cluster 225 (9 points): improves score by 567.321630001
06:55:07 [I] klustakwik Iteration 308F: 225 clusters, 4 changed, score=-424247621.292774 (decreased by 12.150822)
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07:00:14 [I] klustakwik No points changed and last step was full, so trying to split.
07:00:14 [I] klustakwik Trying to split clusters
07:47:07 [I] klustakwik Split into 226 clusters
07:49:36 [I] klustakwik Deleting cluster 225 (7 points): improves score by 80.3379781246
07:49:37 [I] klustakwik Iteration 311F: 225 clusters, 5 changed, score=-424247583.150087 (decreased by -72.199011)
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07:52:08 [W] klustakwik Cycle detected! Attempting to break out by splitting.
07:52:08 [I] klustakwik Trying to split clusters
08:34:05 [I] klustakwik Split into 226 clusters
08:36:42 [I] klustakwik Deleting cluster 213 (7 points): improves score by 83.5811528563
08:36:43 [I] klustakwik Iteration 313F: 226 clusters, 4 changed, score=-424247584.086801 (decreased by -44.602672)
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08:44:30 [I] klustakwik No points changed and last step was full, so trying to split.
08:44:30 [I] klustakwik Trying to split clusters
09:24:11 [I] klustakwik Split into 227 clusters
09:26:44 [I] klustakwik Iteration 317F: 227 clusters, 305 changed, score=-424248269.060991 (decreased by 613.711893)
09:29:17 [I] klustakwik Iteration 318F: 227 clusters, 149 changed, score=-424248517.141305 (decreased by 248.080314)
09:31:51 [I] klustakwik Iteration 319F: 227 clusters, 96 changed, score=-424248544.841020 (decreased by 27.699715)
09:34:24 [I] klustakwik Iteration 320F: 227 clusters, 60 changed, score=-424248562.423541 (decreased by 17.582521)
09:37:03 [I] klustakwik Iteration 321F: 227 clusters, 63 changed, score=-424248567.828643 (decreased by 5.405102)
09:39:42 [I] klustakwik Iteration 322F: 227 clusters, 43 changed, score=-424248571.332352 (decreased by 3.503709)
09:42:22 [I] klustakwik Iteration 323F: 227 clusters, 28 changed, score=-424248575.713179 (decreased by 4.380827)
09:45:00 [I] klustakwik Iteration 324F: 227 clusters, 26 changed, score=-424248577.804699 (decreased by 2.091520)
09:47:40 [I] klustakwik Iteration 325F: 227 clusters, 21 changed, score=-424248577.841789 (decreased by 0.037090)
09:50:16 [I] klustakwik Iteration 326F: 227 clusters, 17 changed, score=-424248578.692713 (decreased by 0.850924)
09:52:57 [I] klustakwik Iteration 327F: 227 clusters, 20 changed, score=-424248579.404105 (decreased by 0.711392)
09:55:37 [I] klustakwik Iteration 328F: 227 clusters, 20 changed, score=-424248582.531138 (decreased by 3.127033)
09:58:14 [I] klustakwik Iteration 329F: 227 clusters, 19 changed, score=-424248584.100438 (decreased by 1.569300)
10:00:54 [I] klustakwik Iteration 330F: 227 clusters, 23 changed, score=-424248585.596474 (decreased by 1.496036)
10:03:33 [I] klustakwik Iteration 331F: 227 clusters, 20 changed, score=-424248585.324137 (decreased by -0.272337)
10:06:12 [I] klustakwik Iteration 332F: 227 clusters, 12 changed, score=-424248585.589857 (decreased by 0.265720)
10:08:50 [I] klustakwik Iteration 333F: 227 clusters, 5 changed, score=-424248585.660595 (decreased by 0.070738)
10:11:28 [I] klustakwik Iteration 334F: 227 clusters, 3 changed, score=-424248585.541004 (decreased by -0.119591)
10:14:09 [I] klustakwik Iteration 335F: 227 clusters, 2 changed, score=-424248585.547876 (decreased by 0.006872)
10:16:50 [I] klustakwik Iteration 336F: 227 clusters, 1 changed, score=-424248585.520331 (decreased by -0.027545)
10:19:27 [I] klustakwik Iteration 337F: 227 clusters, 2 changed, score=-424248585.378296 (decreased by -0.142035)
10:22:04 [I] klustakwik Iteration 338F: 227 clusters, 2 changed, score=-424248585.558020 (decreased by 0.179724)
10:24:41 [I] klustakwik Iteration 339F: 227 clusters, 0 changed, score=-424248585.592491 (decreased by 0.034471)
10:24:41 [I] klustakwik No points changed and last step was full, so trying to split.
10:24:41 [I] klustakwik Trying to split clusters
11:10:20 [I] klustakwik No points changed, previous step was full and did not split, so finishing.