=== Clustering stats for training data === kMeans ====== Number of iterations: 4 Within cluster sum of squared errors: 113259.98470620485 Initial starting points (random): Cluster 0: 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Cluster 1: 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Missing values globally replaced with mean/mode Final cluster centroids: Cluster# Attribute Full Data 0 1 (49.0) (27.0) (22.0) ============================================================== 1007_s_at 8.7179 8.7763 8.6462 1053_at 4.8509 4.961 4.7157 117_at 5.9737 5.9081 6.0543 121_at 5.9614 5.9133 6.0204 1255_g_at 2.7105 2.6278 2.8121 1294_at 7.678 7.5379 7.8499 1316_at 6.8788 6.7721 7.0098 1320_at 6.1638 6.2723 6.0305 1405_i_at 5.2819 5.5404 4.9646 1431_at 4.1324 4.1332 4.1314 1438_at 5.134 4.8586 5.472 1487_at 6.5233 6.4321 6.6353 1494_f_at 3.672 3.5407 3.833 1552256_a_at 4.8702 4.7215 5.0527 1552257_a_at 8.035 7.8126 8.308 1552258_at 4.7036 4.6614 4.7553 1552261_at 3.9222 3.8739 3.9814 1552263_at 3.4784 3.4976 3.455 1552264_a_at 7.0475 7.115 6.9646 1552266_at 4.0742 3.9346 4.2455 1552269_at 3.6331 3.6132 3.6576 1552271_at 5.325 5.1175 5.5796 1552272_a_at 4.6483 4.55 4.7689 1552274_at 5.4547 5.5739 5.3085 1552275_s_at 5.7153 5.8697 5.5257 1552276_a_at 4.7232 4.5927 4.8834 1552277_a_at 6.6586 6.8844 6.3814 1552278_a_at 5.48 5.5157 5.4361 1552279_a_at 5.3514 5.1976 5.5401 1552280_at 2.6715 2.5631 2.8045 1552281_at 5.1383 4.986 5.3252 1552283_s_at 6.189 6.0676 6.338 1552286_at 6.2335 6.1787 6.3007 1552287_s_at 5.2267 5.2438 5.2057 1552288_at 3.7239 3.638 3.8293 1552289_a_at 3.9071 3.8252 4.0075 1552291_at 7.5226 7.5705 7.4638 1552293_at 2.9818 2.8051 3.1987 1552295_a_at 5.681 5.5659 5.8224 1552296_at 3.9758 3.8781 4.0958 1552299_at 8.3685 8.3141 8.4352 1552301_a_at 4.4869 4.4412 4.543 1552302_at 5.6076 5.6669 5.5349 1552303_a_at 4.1654 4.1196 4.2216 1552304_at 5.0063 5.0102 5.0014 1552306_at 6.1703 6.3128 5.9955 1552307_a_at 6.6414 6.9301 6.2871 1552309_a_at 7.225 7.3104 7.1201 1552310_at 5.2152 5.4713 4.901 1552311_a_at 6.3186 6.1551 6.5192 1552312_a_at 5.1566 5.4249 4.8273 1552314_a_at 6.0299 6.0187 6.0436 1552315_at 2.6423 2.5356 2.7732 1552316_a_at 5.6062 5.7653 5.411 1552318_at 3.9622 4.1269 3.7601 1552319_a_at 4.079 3.9943 4.183 1552320_a_at 2.976 2.9291 3.0335 1552321_a_at 3.6487 3.5126 3.8159 1552322_at 2.9416 2.9218 2.9659 1552323_s_at 4.21 4.3878 3.9917 1552325_at 4.9526 4.9652 4.9372 1552326_a_at 4.1467 4.1853 4.0993 1552327_at 3.9284 4.0504 3.7788 1552329_at 6.7394 6.9443 6.4878 1552330_at 5.0472 4.9977 5.1079 1552332_at 6.487 6.3189 6.6933 1552334_at 5.9256 5.8846 5.976 1552335_at 3.0397 2.9479 3.1525 1552337_s_at 4.556 4.4378 4.701 1552338_at 4.3809 4.2683 4.519 1552340_at 2.9414 2.9003 2.9919 1552343_s_at 7.2281 7.1849 7.2811 1552344_s_at 4.5567 4.8423 4.2063 1552347_at 4.7582 4.6648 4.8729 1552348_at 4.5505 4.3857 4.7527 1552349_a_at 3.5625 3.4509 3.6995 1552354_at 3.868 3.8205 3.9261 1552355_s_at 3.7698 3.6488 3.9183 1552359_at 2.8981 2.9045 2.8903 1552360_a_at 5.4681 5.5393 5.3807 1552362_a_at 5.1649 5.0432 5.3141 1552364_s_at 8.18 8.0816 8.3007 1552365_at 4.7983 4.6506 4.9795 1552367_a_at 5.0977 4.842 5.4114 1552368_at 2.4499 2.3687 2.5496 1552370_at 4.6121 4.6257 4.5955 1552372_at 2.1779 2.1838 2.1706 1552373_s_at 2.6222 2.6635 2.5716 1552375_at 4.8438 4.8651 4.8177 1552377_s_at 6.5587 6.239 6.951 1552378_s_at 6.9698 7.1909 6.6983 1552379_at 2.2462 2.2252 2.2721 1552381_at 5.3259 5.4532 5.1697 1552383_at 6.4215 6.2027 6.6899 1552384_a_at 4.1227 3.9969 4.277 1552386_at 2.9139 2.9584 2.8593 1552388_at 4.9595 4.7871 5.1711 1552389_at 4.6994 4.8113 4.5621 1552390_a_at 6.0355 6.1521 5.8923 1552391_at 4.9124 4.7458 5.1168 1552393_at 2.2583 2.2526 2.2654 1552394_a_at 2.4101 2.4039 2.4176 1552395_at 5.7722 5.6771 5.8889 1552396_at 3.6478 3.5353 3.7859 1552398_a_at 3.7856 3.6782 3.9174 1552399_a_at 7.2511 7.2188 7.2907 1552400_a_at 4.4983 4.5014 4.4944 1552401_a_at 4.1911 4.1372 4.2572 1552402_at 4.0061 3.8531 4.1939 1552405_at 3.6427 3.5545 3.7509 1552408_at 2.4139 2.3761 2.4603 1552409_a_at 4.2221 4.1276 4.338 1552410_at 4.2724 4.2424 4.3091 1552411_at 4.0158 3.8465 4.2236 1552412_a_at 2.4512 2.3681 2.5532 1552414_at 4.3017 4.1714 4.4617 1552415_a_at 3.2064 3.0995 3.3376 1552417_a_at 5.9179 6.0921 5.7042 1552418_at 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