=== Clustering stats for training data === kMeans ====== Number of iterations: 5 Within cluster sum of squared errors: 41215.75445246622 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 (52.0) (25.0) (27.0) ============================================================== 1007_s_at 7.9174 7.8653 7.9656 1053_at 5.5297 5.593 5.4712 117_at 6.5458 6.4596 6.6256 121_at 8.5092 8.3642 8.6434 1255_g_at 4.236 4.1414 4.3236 1294_at 8.0096 8.0515 7.9708 1316_at 5.2598 5.1594 5.3529 1320_at 4.5197 4.4715 4.5644 1405_i_at 4.7546 4.8554 4.6613 1431_at 4.0898 4.0392 4.1366 1438_at 6.9595 6.8348 7.0749 1487_at 7.3226 7.3159 7.3288 1494_f_at 6.9477 6.7767 7.1059 1598_g_at 8.3531 8.2268 8.4701 160020_at 7.4763 7.3307 7.6112 1729_at 7.6652 7.693 7.6394 1773_at 5.3542 5.2521 5.4487 177_at 5.6113 5.5663 5.653 179_at 8.7172 8.5381 8.8831 1861_at 5.6957 5.6283 5.7581 200000_s_at 9.3324 9.3498 9.3163 200001_at 9.7396 9.7548 9.7255 200002_at 11.8283 12.0977 11.5789 200003_s_at 12.2621 12.3879 12.1455 200004_at 10.7251 10.9501 10.5167 200005_at 9.9901 10.205 9.7912 200006_at 9.531 9.8554 9.2306 200007_at 10.3256 10.6219 10.0513 200008_s_at 9.6649 9.6888 9.6429 200009_at 10.5706 10.7422 10.4118 200010_at 12.109 12.192 12.0321 200011_s_at 8.1503 8.1724 8.1297 200012_x_at 12.618 12.716 12.5272 200013_at 11.7182 11.9084 11.5421 200014_s_at 8.9644 9.3425 8.6144 200015_s_at 9.2164 9.5152 8.9397 200016_x_at 11.4727 11.6313 11.3259 200017_at 11.9013 12.0587 11.7556 200018_at 12.3299 12.3722 12.2907 200019_s_at 12.2161 12.2613 12.1742 200020_at 8.6292 8.9279 8.3527 200021_at 11.9835 11.9626 12.0028 200022_at 11.9852 12.1023 11.8769 200023_s_at 10.3758 10.6105 10.1585 200024_at 12.1995 12.3271 12.0814 200025_s_at 12.2129 12.3609 12.0759 200026_at 12.2815 12.4014 12.1705 200027_at 8.8095 9.153 8.4914 200028_s_at 10.5659 10.7536 10.392 200029_at 12.3233 12.3827 12.2682 200030_s_at 10.5766 10.691 10.4707 200031_s_at 12.869 12.9266 12.8156 200032_s_at 12.361 12.448 12.2805 200033_at 11.2247 11.5072 10.9632 200034_s_at 11.5012 11.5978 11.4118 200035_at 8.9296 8.9387 8.9212 200036_s_at 11.7137 11.9768 11.4702 200037_s_at 8.4746 8.8187 8.156 200038_s_at 12.0257 12.1538 11.9071 200039_s_at 8.1109 8.2391 7.9923 200040_at 9.4908 9.6944 9.3024 200041_s_at 10.4992 10.5753 10.4287 200042_at 8.5234 8.7041 8.356 200043_at 9.6628 9.9372 9.4087 200044_at 9.1647 9.3194 9.0215 200045_at 7.9157 7.9453 7.8883 200046_at 8.793 8.9681 8.6309 200047_s_at 8.4249 8.8518 8.0296 200048_s_at 10.029 10.2043 9.8667 200049_at 7.8223 7.7437 7.895 200050_at 7.5732 7.9832 7.1935 200051_at 6.6455 6.8486 6.4574 200052_s_at 7.698 7.9953 7.4228 200053_at 8.8217 8.8852 8.7629 200054_at 6.5706 6.7371 6.4165 200055_at 9.4054 9.4457 9.368 200056_s_at 5.1426 5.5735 4.7436 200057_s_at 10.355 10.4495 10.2675 200058_s_at 9.4164 9.6518 9.1984 200059_s_at 10.9401 11.1085 10.7842 200060_s_at 9.3154 9.4455 9.1948 200061_s_at 12.6973 12.7883 12.6131 200062_s_at 12.7126 12.7464 12.6812 200063_s_at 10.8181 11.0004 10.6493 200064_at 11.0891 11.1995 10.9868 200065_s_at 9.686 9.7802 9.5987 200066_at 8.0254 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