=== Clustering stats for training data === kMeans ====== Number of iterations: 11 Within cluster sum of squared errors: 42593.35930200939 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) (34.0) (18.0) ============================================================== 200000_s_at 9.2283 9.1859 9.3084 200001_at 9.8631 9.9218 9.7523 200002_at 11.7478 11.6091 12.0097 200003_s_at 12.4655 12.3934 12.6018 200004_at 10.697 10.6283 10.8269 200005_at 9.9977 9.9105 10.1623 200006_at 9.6635 9.4593 10.0493 200007_at 10.5755 10.4884 10.74 200008_s_at 9.5161 9.5649 9.4238 200009_at 10.8208 10.7003 11.0483 200010_at 12.2319 12.2449 12.2074 200011_s_at 8.8247 8.8791 8.7219 200012_x_at 12.7264 12.693 12.7896 200013_at 11.6651 11.5681 11.8484 200014_s_at 9.2449 9.0212 9.6675 200015_s_at 8.7018 8.4688 9.1419 200016_x_at 11.3471 11.294 11.4473 200017_at 12.2158 12.1816 12.2804 200018_at 12.3958 12.3844 12.4172 200019_s_at 11.8353 11.7642 11.9697 200020_at 8.8307 8.6242 9.2208 200021_at 11.7967 11.8546 11.6874 200022_at 12.3886 12.3536 12.4548 200023_s_at 10.0906 9.9772 10.3047 200024_at 12.3137 12.2604 12.4143 200025_s_at 12.5666 12.5512 12.5957 200026_at 12.5623 12.4968 12.6861 200027_at 8.8225 8.5408 9.3546 200028_s_at 10.5673 10.3526 10.973 200029_at 12.4235 12.3955 12.4763 200030_s_at 10.6338 10.5551 10.7824 200031_s_at 13.0572 12.9991 13.1669 200032_s_at 12.5854 12.5696 12.6152 200033_at 11.2729 11.1693 11.4688 200034_s_at 11.5308 11.4971 11.5944 200035_at 9.1534 9.1268 9.2035 200036_s_at 11.5604 11.4488 11.7711 200037_s_at 9.0192 8.792 9.4485 200038_s_at 12.2452 12.1626 12.4012 200039_s_at 8.2827 8.2003 8.4383 200040_at 9.3347 9.2107 9.569 200041_s_at 10.5503 10.4672 10.7074 200042_at 8.3654 8.2398 8.6026 200043_at 9.9737 9.836 10.2337 200044_at 9.1457 9.0858 9.259 200045_at 8.4672 8.412 8.5715 200046_at 8.733 8.6339 8.9203 200047_s_at 8.694 8.4972 9.0656 200048_s_at 9.9537 9.8592 10.1323 200049_at 7.8452 7.8793 7.7806 200050_at 7.7582 7.4761 8.291 200051_at 6.6344 6.5147 6.8603 200052_s_at 8.0688 7.9134 8.3624 200053_at 8.7551 8.6778 8.9012 200054_at 7.4102 7.2797 7.6567 200055_at 9.3854 9.3368 9.4771 200056_s_at 6.3659 6.0931 6.8811 200057_s_at 10.3803 10.3483 10.4408 200058_s_at 9.5269 9.3889 9.7875 200059_s_at 11.1897 11.1587 11.2482 200060_s_at 9.4835 9.4244 9.5951 200061_s_at 12.8293 12.7854 12.912 200062_s_at 12.7946 12.7706 12.84 200063_s_at 10.9036 10.8339 11.0352 200064_at 11.0295 10.9307 11.216 200065_s_at 9.9953 10.005 9.977 200066_at 8.6062 8.4262 8.9463 200067_x_at 9.6346 9.5465 9.801 200068_s_at 9.9403 9.8852 10.0445 200069_at 7.563 7.389 7.8915 200070_at 7.7394 7.6349 7.9368 200071_at 7.1444 6.8696 7.6634 200072_s_at 9.1397 9.06 9.2903 200073_s_at 8.8314 8.6736 9.1294 200074_s_at 11.2349 11.1743 11.3493 200075_s_at 7.7426 7.6927 7.8368 200076_s_at 8.4414 8.3785 8.5603 200077_s_at 11.7753 11.7563 11.811 200078_s_at 8.484 8.3533 8.7308 200079_s_at 8.8657 8.7625 9.0608 200080_s_at 10.9976 10.9888 11.0143 200081_s_at 12.5167 12.511 12.5275 200082_s_at 12.1979 12.1556 12.2778 200083_at 8.7759 8.6851 8.9473 200084_at 8.9557 8.7557 9.3335 200085_s_at 8.5042 8.3118 8.8675 200086_s_at 10.3252 10.2024 10.5572 200087_s_at 8.9015 8.7848 9.122 200088_x_at 12.4317 12.3526 12.581 200089_s_at 11.2684 11.2151 11.369 200090_at 9.3231 9.0475 9.8436 200091_s_at 11.1214 11.0898 11.181 200092_s_at 11.8259 11.7689 11.9335 200093_s_at 9.368 9.2414 9.6071 200094_s_at 11.7199 11.7399 11.6821 200095_x_at 12.9284 12.8722 13.0344 200096_s_at 9.9626 9.816 10.2393 200097_s_at 10.0266 10.0327 10.0151 200098_s_at 9.4186 9.2494 9.7381 200099_s_at 12.5188 12.4984 12.5574 222385_x_at 7.1053 7.4063 6.5368 222386_s_at 8.107 8.1063 8.1083 222387_s_at 7.2668 7.2175 7.3597 222388_s_at 7.863 7.744 8.0876 222389_s_at 8.8668 8.8023 8.9886 222390_at 8.9468 8.7154 9.3841 222391_at 7.3738 7.2084 7.6862 222392_x_at 4.4112 4.4481 4.3415 222393_s_at 6.9271 6.8877 7.0014 222394_at 7.8594 7.7932 7.9846 222395_s_at 8.2844 8.3969 8.0719 222396_at 6.9739 6.8882 7.1358 222397_at 6.8759 6.9033 6.8242 222398_s_at 8.5629 8.4617 8.754 222399_s_at 7.6879 7.5956 7.8622 222400_s_at 8.928 8.8355 9.1029 222401_s_at 8.5168 8.4586 8.6268 222402_at 3.3053 3.242 3.4247 222403_at 6.5623 6.564 6.559 222404_x_at 7.1969 7.2606 7.0765 222405_at 7.6071 7.4618 7.8814 222406_s_at 7.2037 7.2318 7.1505 222407_s_at 7.7366 7.8779 7.4697 222408_s_at 9.7026 9.6417 9.8176 222409_at 6.9011 6.7306 7.2231 222410_s_at 8.1628 7.9953 8.4794 222411_s_at 7.8287 7.7329 8.0095 222412_s_at 5.6724 5.7365 5.5512 222413_s_at 7.3553 7.4258 7.2221 222414_at 7.5828 7.4877 7.7624 222415_at 6.913 6.5813 7.5396 222416_at 5.9896 5.7109 6.516 222417_s_at 7.8216 7.715 8.0229 222418_s_at 7.7679 7.7697 7.7645 222419_x_at 6.0267 6.1189 5.8525 222420_s_at 7.2058 7.366 6.9033 222421_at 7.8325 7.6625 8.1536 222422_s_at 7.5358 7.5338 7.5394 222423_at 7.1123 6.8194 7.6657 222424_s_at 6.7665 6.8813 6.5496 222425_s_at 7.5772 7.6554 7.4296 222426_at 6.8434 6.7396 7.0393 222427_s_at 8.019 7.8926 8.2578 222428_s_at 7.4507 7.2702 7.7917 222429_at 8.2396 8.3086 8.1092 222430_s_at 8.7003 8.5511 8.982 222431_at 7.535 7.2458 8.0812 222432_s_at 6.7233 6.6441 6.8728 222433_at 4.1854 4.2214 4.1173 222434_at 3.7337 3.7647 3.6751 222435_s_at 9.2286 9.245 9.1975 222436_s_at 7.4309 7.3958 7.4972 222437_s_at 8.6239 8.5852 8.6971 222438_at 3.3363 3.2738 3.4543 222439_s_at 7.8153 7.991 7.4834 222440_s_at 8.4654 8.4202 8.5507 222441_x_at 7.6778 7.5704 7.8807 222442_s_at 6.6404 6.4916 6.9214 222443_s_at 7.8377 7.7387 8.0247 222444_at 4.3751 4.0847 4.9235 222445_at 7.6999 7.5641 7.9565 222446_s_at 7.9363 7.8171 8.1614 222447_at 6.9536 6.789 7.2645 222448_s_at 8.0742 8.0037 8.2073 222449_at 5.1224 5.2743 4.8356 222450_at 6.1781 6.3344 5.8829 222451_s_at 6.3443 6.3844 6.2685 222452_s_at 8.0476 8.0233 8.0934 222453_at 5.7806 5.6355 6.0546 222454_s_at 5.575 5.5932 5.5408 222455_s_at 3.4494 3.4618 3.4261 222456_s_at 3.1606 3.1758 3.1319 222457_s_at 4.3043 4.3716 4.1771 222458_s_at 6.3044 6.5876 5.7695 222459_at 6.4122 6.2956 6.6323 222460_s_at 9.0698 9.0099 9.183 222461_s_at 5.1248 5.2531 4.8825 222462_s_at 7.6146 7.671 7.5082 222463_s_at 6.5945 6.6639 6.4634 222464_s_at 6.459 6.2311 6.8895 222465_at 7.5086 7.3117 7.8803 222466_s_at 6.5831 6.5176 6.7067 222467_s_at 7.6782 7.5108 7.9943 222468_at 7.3942 7.2542 7.6588 222469_s_at 5.7903 5.7427 5.8801 222470_s_at 6.3929 6.4685 6.25 222471_s_at 5.4693 5.4365 5.5312 222472_at 8.8101 8.5815 9.2418 222473_s_at 7.5549 7.4083 7.8316 222474_s_at 6.9814 7.0131 6.9216 222475_at 6.8699 6.8518 6.904 222476_at 7.1092 6.8971 7.5099 222477_s_at 8.1378 8.1815 8.0553 222478_at 7.9347 7.6704 8.4337 222479_s_at 7.8762 7.8122 7.9971 222480_at 5.1358 5.0814 5.2386 222481_at 7.0867 6.9755 7.2968 222482_at 6.2601 6.389 6.0167 222483_at 6.629 6.7158 6.4649 222484_s_at 5.9261 5.9866 5.8117 222485_at 6.5726 6.6312 6.4619 222486_s_at 4.2341 4.2793 4.1489 222487_s_at 4.8482 4.5536 5.4046 222488_s_at 6.574 6.3097 7.0732 222489_s_at 7.7214 7.5727 8.0022 222490_at 4.7875 4.4652 5.3964 222491_at 6.1719 6.3091 5.9126 222492_at 7.2535 7.321 7.1262 222493_s_at 6.1393 6.2764 5.8803 222494_at 8.7007 8.5784 8.9318 222495_at 8.3024 8.1272 8.6335 222496_s_at 6.5763 6.4777 6.7627 222497_x_at 7.322 7.155 7.6375 222498_at 6.4916 6.2921 6.8684 222499_at 6.695 6.7371 6.6155 222500_at 5.6903 5.5146 6.0223 222501_s_at 4.4032 4.7096 3.8243 222502_s_at 7.2624 7.3432 7.1098 222503_s_at 7.2348 7.011 7.6575 222504_s_at 6.6681 6.5725 6.8486 222505_at 5.0536 5.018 5.1208 222506_at 3.736 3.7537 3.7026 222507_s_at 7.8482 7.8228 7.896 222508_s_at 6.2488 6.454 5.8612 222509_s_at 5.4904 5.687 5.119 222510_s_at 6.5318 6.5588 6.4809 222511_x_at 4.6515 4.8343 4.3062 222512_at 8.6724 8.4485 9.0953 222513_s_at 6.7599 6.8259 6.6353 222514_at 8.012 7.9801 8.0723 222515_x_at 5.9016 5.9964 5.7226 222516_at 7.5853 7.4027 7.9302 222517_at 7.1118 7.0606 7.2086 222518_at 7.4397 7.3664 7.578 222519_s_at 7.7472 7.7336 7.7729 222520_s_at 5.7011 5.5001 6.0807 222521_x_at 6.0047 6.0145 5.986 222522_x_at 6.512 6.6433 6.2639 222523_at 6.6589 6.586 6.7966 222524_s_at 6.4221 6.3938 6.4755 222525_s_at 7.2679 7.1132 7.5602 222526_at 6.5011 6.4565 6.5855 222527_s_at 7.799 7.8439 7.7141 222528_s_at 5.4781 5.6476 5.158 222529_at 4.2641 4.3497 4.1024 222530_s_at 6.2313 6.0156 6.6387 222531_s_at 7.811 7.7408 7.9436 222532_at 5.8827 5.9356 5.7828 222533_at 7.8437 7.5868 8.3288 222534_s_at 4.7945 4.9185 4.5603 222535_at 4.5614 4.6064 4.4766 222536_s_at 7.2073 7.3293 6.9769 222537_s_at 7.7436 7.6242 7.9691 222538_s_at 7.6544 7.8018 7.3758 222539_at 5.4715 5.4833 5.4493 222540_s_at 7.228 7.3483 7.0007 222541_at 6.257 6.1538 6.4518 222542_x_at 4.9428 5.1061 4.6342 222543_at 8.1776 7.9051 8.6922 222544_s_at 8.7232 8.9081 8.3739 222545_s_at 6.5556 6.5542 6.5584 222546_s_at 4.9243 4.9716 4.8349 222547_at 5.0754 5.0692 5.0871 222548_s_at 4.9608 4.9177 5.0424 222549_at 5.4301 5.4077 5.4723 222550_at 7.4208 7.1549 7.923 222551_s_at 6.6889 6.7327 6.6063 222552_at 7.8093 7.5858 8.2315 222553_x_at 5.3916 5.0544 6.0284 222554_s_at 6.9743 7.0748 6.7845 222555_s_at 6.6559 6.6201 6.7235 222556_at 5.572 5.5391 5.6342 222557_at 8.737 8.5827 9.0285 222558_at 4.1386 4.0812 4.2471 222559_s_at 6.4727 6.3433 6.7172 222560_at 6.0426 6.0625 6.0051 222561_at 7.4557 7.3757 7.607 222562_s_at 5.7626 5.7158 5.8511 222563_s_at 6.6598 6.669 6.6424 222564_at 4.5607 4.6024 4.4817 222565_s_at 7.2417 7.1545 7.4064 222566_at 6.6399 6.4585 6.9826 222567_s_at 7.5206 7.6091 7.3533 222568_at 5.7149 5.862 5.4372 222569_at 6.1143 6.2253 5.9045 222570_at 6.7321 6.7981 6.6076 222571_at 7.2512 7.2323 7.2868 222572_at 8.0544 7.846 8.4481 222573_s_at 7.3947 7.4888 7.2171 222574_s_at 7.2544 7.1567 7.4392 222575_at 6.7557 6.7649 6.7383 222576_s_at 6.0222 6.0907 5.893 222577_at 5.1832 5.1829 5.1836 222578_s_at 7.0448 6.8974 7.3233 222579_at 7.0261 6.7808 7.4895 222580_at 7.0454 6.8509 7.4128 222581_at 7.7081 7.7314 7.6639 222582_at 5.5527 5.4188 5.8055 222583_s_at 6.0475 6.0862 5.9744 222584_at 7.266 7.1899 7.4097 222585_x_at 7.1792 7.1269 7.2779 222586_s_at 7.2622 7.233 7.3174 222587_s_at 5.3405 5.2752 5.4637 222588_s_at 6.7884 6.7267 6.905 222589_at 5.4776 5.2181 5.9678 222590_s_at 5.3521 5.4212 5.2215 222591_at 5.6107 5.6572 5.523 222592_s_at 7.7571 7.6389 7.9802 222593_s_at 6.432 6.4592 6.3805 222594_s_at 5.9876 6.0721 5.828 222595_s_at 6.1079 6.2202 5.8957 222596_s_at 4.7922 4.8156 4.7482 222597_at 6.0713 6.1166 5.9857 222598_s_at 6.2248 6.2554 6.1668 222599_s_at 6.9727 7.0192 6.8849 222600_s_at 6.9858 7.0095 6.9411 222601_at 6.8041 6.6296 7.1337 222602_at 6.3818 6.0039 7.0958 222603_at 5.4355 5.2085 5.8642 222604_at 4.56 4.3681 4.9225 222605_at 8.2732 8.0337 8.7256 222606_at 7.0895 6.8796 7.486 222607_s_at 5.7908 5.4858 6.3668 222608_s_at 2.9729 2.9841 2.9516 222609_s_at 7.6625 7.5066 7.9569 222610_s_at 7.245 7.2195 7.2931 222611_s_at 4.5081 4.5074 4.5092 222612_at 7.1707 7.0018 7.4896 222613_at 5.468 5.2434 5.8922 222614_at 4.4934 4.4965 4.4875 222615_s_at 6.728 6.7679 6.6525 222616_s_at 7.287 7.159 7.5287 222617_s_at 6.5459 6.4867 6.6578 222618_at 6.7631 6.599 7.0731 222619_at 7.3108 7.3624 7.2133 222620_s_at 8.0953 7.8587 8.5423 222621_at 6.8097 6.6002 7.2054 222622_at 7.2574 7.2377 7.2947 222623_s_at 7.2475 7.0317 7.6552 222624_s_at 5.3568 5.1336 5.7785 222625_s_at 6.0538 6.2036 5.7707 222626_at 6.6471 6.664 6.6152 222627_at 6.8708 6.6854 7.221 222628_s_at 7.5713 7.5866 7.5425 222629_at 5.498 5.2374 5.9902 222630_at 7.7537 7.5245 8.1865 222631_at 7.4238 7.3351 7.5913 222632_s_at 6.0738 5.9727 6.2647 222633_at 8.3784 8.3467 8.4384 222634_s_at 6.148 6.2106 6.0296 222635_s_at 7.8693 7.9237 7.7666 222636_at 6.7711 6.8387 6.6433 222637_at 5.5943 5.3821 5.995 222638_s_at 6.0909 6.1213 6.0335 222639_s_at 4.9702 5.0189 4.878 222640_at 6.3519 6.2983 6.4531 222641_s_at 7.7552 7.7471 7.7705 222642_s_at 4.04 4.0224 4.0734 222643_s_at 6.5032 6.6231 6.2769 222644_s_at 6.6008 6.7462 6.3261 222645_s_at 5.8594 6.0328 5.5319 222646_s_at 5.1941 5.134 5.3078 222647_at 7.7463 7.7642 7.7127 222648_at 6.2544 6.3036 6.1613 222649_at 7.8905 7.7669 8.124 222650_s_at 6.4098 6.5533 6.1387 222651_s_at 6.7316 6.5602 7.0554 222652_s_at 7.7032 7.8482 7.4294 222653_at 6.622 6.6212 6.6236 222654_at 5.1445 5.1116 5.2066 222655_s_at 4.0196 4.0852 3.8957 222656_at 3.2808 3.1895 3.4533 222657_s_at 6.341 6.3284 6.3647 222658_s_at 6.9525 6.8591 7.1291 222659_at 7.0418 7.06 7.0075 222660_s_at 6.6039 6.7147 6.3945 222661_at 7.8479 7.6773 8.1702 222662_at 4.9061 4.8712 4.972 222663_at 4.5401 4.3897 4.8243 222664_at 5.8642 5.8959 5.8044 222665_at 6.3325 6.1869 6.6074 222666_s_at 6.4771 6.4067 6.61 222667_s_at 8.7773 8.5886 9.1338 222668_at 4.5851 4.6324 4.4957 222669_s_at 8.4486 8.229 8.8633 222670_s_at 6.9386 6.9234 6.9675 222671_s_at 5.9698 6.0435 5.8306 222672_at 6.4653 6.5055 6.3894 222673_x_at 7.994 7.7014 8.5467 222674_at 7.2416 7.1543 7.4066 222675_s_at 5.9129 5.9603 5.8233 222676_at 5.6116 5.6252 5.586 222677_x_at 6.3644 6.4538 6.1956 222678_s_at 5.0797 5.1055 5.0309 222679_s_at 4.7941 4.8698 4.6512 222680_s_at 5.0063 5.0257 4.9697 222681_at 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244709_at 5.9345 6.0008 5.8093 244710_at 5.3326 5.3655 5.2707 244711_at 6.1782 6.2391 6.0631 244712_at 4.9066 4.9534 4.8184 244713_at 7.2924 7.3493 7.185 244714_at 5.73 5.8137 5.5719 244715_at 4.3701 4.3814 4.3487 244716_x_at 7.3349 7.4715 7.0767 244717_x_at 4.1771 4.2438 4.0511 244718_at 6.4828 6.5427 6.3696 244719_at 3.9502 4.0073 3.8424 244720_at 4.6183 4.6085 4.6368 244721_at 7.1171 7.2703 6.8278 244722_at 4.1976 4.2575 4.0845 244723_at 3.4383 3.4868 3.3465 244724_at 4.6769 4.7026 4.6284 244725_at 4.6056 4.6493 4.5231 244726_at 6.8765 6.9105 6.8122 244727_at 4.3279 4.3362 4.312 244728_at 6.1101 6.1385 6.0564 244729_at 5.7016 5.7891 5.5362 244730_x_at 5.4187 5.3785 5.4948 244731_at 4.1493 4.1818 4.088 244732_at 5.3573 5.3688 5.3356 244733_at 6.5565 6.6359 6.4063 244734_at 3.5296 3.538 3.5138 244735_at 5.6011 5.6448 5.5187 244736_at 3.6866 3.7086 3.645 244737_at 5.5598 5.6208 5.4447 244738_at 5.3189 5.3053 5.3446 244739_at 3.5303 3.5517 3.49 244740_at 7.5383 7.3648 7.8659 244741_s_at 7.2599 7.0424 7.6707 244742_at 3.9214 3.9497 3.8678 244743_x_at 5.4437 5.3508 5.619 244744_at 6.5023 6.6012 6.3154 244745_at 3.3101 3.325 3.2819 244746_at 5.4338 5.4959 5.3166 244747_at 4.8711 4.9249 4.7695 244748_at 4.5435 4.5882 4.459 244749_at 4.3813 4.2964 4.5416 244750_at 4.4509 4.5255 4.3098 244751_at 5.2342 5.1977 5.3032 244752_at 5.5796 5.6396 5.4662 244753_at 5.3239 5.2736 5.4191 244754_at 5.3193 5.3891 5.1875 244755_at 4.3343 4.3531 4.2989 244756_at 6.8974 6.976 6.7489 244757_at 3.8608 3.8737 3.8364 244758_at 4.3077 4.3292 4.2671 244759_x_at 6.1615 6.2329 6.0266 244760_at 3.3366 3.3781 3.2583 244761_at 5.5922 5.3726 6.0072 244762_at 3.6949 3.7277 3.633 244763_at 3.4279 3.3253 3.6218 244764_at 3.9564 3.9753 3.9206 244765_at 6.2749 6.2954 6.236 244766_at 6.6451 6.9538 6.0621 244767_at 3.0432 3.0165 3.0937 244768_at 5.8154 5.9132 5.6307 244769_at 6.104 6.1762 5.9677 244770_at 4.7509 4.7531 4.7466 244771_at 4.7422 4.8044 4.6247 244772_at 7.0687 7.187 6.8452 244773_at 3.16 3.1961 3.0918 244774_at 4.4572 4.5079 4.3614 244775_at 3.2537 3.2875 3.1899 244776_at 4.4148 4.4879 4.2766 244777_at 6.3225 6.232 6.4935 244778_x_at 6.1949 6.0042 6.5551 244779_at 6.0527 6.0113 6.1309 244780_at 4.1911 4.3699 3.8533 244781_x_at 4.8044 4.8357 4.7452 244782_at 3.3784 3.3893 3.3579 244783_at 3.1528 3.1162 3.2219 244784_at 4.0762 4.12 3.9934 244785_at 4.9374 4.984 4.8493 244786_at 4.4563 4.2839 4.7819 244787_at 4.1581 4.1425 4.1875 244788_at 5.3169 5.3379 5.2771 244789_at 5.5907 5.6053 5.5631 244790_at 5.4458 5.4318 5.4722 244791_at 5.2334 5.347 5.0188 244792_at 5.7983 5.8099 5.7766 244793_at 3.6077 3.6398 3.547 244794_at 6.428 6.5511 6.1954 244795_at 6.5649 6.5841 6.5287 244796_at 4.138 4.1048 4.2007 244797_at 6.1699 6.2487 6.0211 244798_at 6.0576 6.1245 5.931 244799_s_at 5.5427 5.5833 5.466 244800_x_at 4.4444 4.474 4.3884 244801_at 6.415 6.6435 5.9833 244802_at 3.1148 3.1152 3.114 244803_at 6.6427 6.5858 6.7502 244804_at 6.6504 6.683 6.589 244805_at 4.5672 4.624 4.4599 244806_at 5.7046 5.7564 5.6067 244807_at 4.6947 4.7266 4.6344 244808_at 6.2181 6.2174 6.2193 244809_at 5.7727 5.8559 5.6157 244810_at 5.4019 5.4606 5.2911 244811_at 5.6354 5.4602 5.9664 244812_at 4.7074 4.726 4.6722 244813_at 4.9351 4.916 4.971 244814_at 6.1307 6.236 5.9318 244815_at 4.9855 5.0328 4.8961 244816_at 6.3947 6.467 6.2582 244817_at 3.4099 3.4212 3.3885 244818_at 4.5268 4.5372 4.5071 244819_x_at 3.2956 3.3136 3.2617 244820_at 3.5585 3.5782 3.5213 244821_at 5.13 5.1815 5.0327 244822_at 4.9057 4.997 4.7332 244823_at 5.787 5.8994 5.5748 244824_at 4.8439 4.8898 4.7572 244825_at 6.5945 6.6542 6.4818 244826_at 6.7172 6.5406 7.0507 244827_at 5.903 5.9514 5.8114 244828_x_at 4.2404 4.1149 4.4774 244829_at 4.4332 4.4871 4.3314 244830_at 3.7038 3.7338 3.6473 244831_at 4.2194 4.2687 4.1262 244832_at 5.3985 5.4916 5.2228 244833_at 5.8519 5.9425 5.6808 244834_at 5.5196 5.5029 5.5511 244835_at 3.4078 3.4113 3.4012 244836_at 5.3908 5.458 5.2638 244837_at 4.8597 4.9026 4.7786 244838_at 5.4166 5.4462 5.3607 244839_at 4.2563 4.1547 4.4482 244840_x_at 4.9061 4.9155 4.8884 244841_at 3.4783 3.4769 3.4809 244842_x_at 7.7358 7.851 7.5183 244843_x_at 6.7447 6.8427 6.5595 244844_at 6.642 6.6947 6.5426 244845_at 7.4713 7.2081 7.9686 244846_at 4.1107 4.195 3.9513 244847_at 6.1292 6.2148 5.9676 244848_at 4.8765 4.9245 4.7857 244849_at 3.2913 3.3414 3.1966 244850_at 5.949 5.9794 5.8915 244851_at 4.3367 4.3485 4.3146 244852_at 3.7732 3.8255 3.6746 244853_at 6.1912 6.3053 5.9758 244854_at 4.4878 4.5357 4.3972 244855_at 4.7748 4.8034 4.7208 244856_at 4.4216 4.4553 4.358 244857_at 5.6805 5.7479 5.5532 244858_at 5.969 6.0269 5.8598 244859_at 3.95 3.9987 3.8581 244860_at 6.4171 6.3683 6.5094 244861_at 7.1787 7.1788 7.1785 244862_at 6.5186 6.5797 6.4031 244863_at 5.0045 5.0535 4.9121 244864_at 6.041 6.1014 5.927 244865_at 5.9129 5.8144 6.0989 244866_at 3.3588 3.3617 3.3535 244867_at 4.0022 4.0283 3.9529 244868_at 5.8624 5.7375 6.0982 244869_at 4.8547 4.9402 4.6932 244870_at 6.1544 6.2039 6.0607 244871_s_at 6.7536 6.6547 6.9403 244872_at 5.7742 6.0041 5.3398 244873_s_at 4.565 4.5292 4.6327 244874_at 5.0838 5.0065 5.2298 244875_at 7.0435 7.1053 6.9268 244876_at 5.9342 6.0968 5.6271 244877_at 6.7435 6.7641 6.7045 244878_at 6.0434 5.7594 6.5797 244879_at 4.4891 4.5397 4.3936 244880_at 4.3809 4.4038 4.3375 244881_at 5.5311 5.5557 5.4847 244882_at 6.4959 6.5892 6.3197 244883_at 3.9284 3.9733 3.8437 244884_at 6.2765 6.3562 6.126 244885_at 3.6896 3.717 3.6378 244886_at 6.5402 6.5412 6.5385 244887_at 4.0365 3.8121 4.4604 244888_at 4.0008 4.0182 3.968 244889_at 6.9492 6.9938 6.8648 244890_at 6.7883 6.831 6.7077 244891_x_at 3.5646 3.5717 3.5513 AFFX-BioB-3_at 6.8934 6.8084 7.0539 AFFX-BioB-5_at 6.9531 6.8715 7.1071 AFFX-BioB-M_at 7.4974 7.4397 7.6063 AFFX-BioC-3_at 7.8563 7.7769 8.0063 AFFX-BioC-5_at 7.96 7.9008 8.0719 AFFX-BioDn-3_at 10.7542 10.7641 10.7354 AFFX-BioDn-5_at 8.3408 8.2197 8.5695 AFFX-CreX-3_at 12.0575 12.063 12.0472 AFFX-CreX-5_at 11.419 11.3868 11.4799 AFFX-DapX-3_at 11.7236 11.4987 12.1485 AFFX-DapX-5_at 9.9938 9.7859 10.3865 AFFX-DapX-M_at 11.3203 11.1111 11.7155 AFFX-HSAC07/X00351_3_at 12.3862 12.4182 12.3257 AFFX-HSAC07/X00351_5_at 11.7195 12.1159 10.9706 AFFX-HSAC07/X00351_M_at 12.3196 12.556 11.873 AFFX-hum_alu_at 13.6888 13.7213 13.6273 AFFX-HUMGAPDH/M33197_3_at 10.8343 10.8321 10.8384 AFFX-HUMGAPDH/M33197_5_at 10.3981 10.6374 9.9461 AFFX-HUMGAPDH/M33197_M_at 10.3187 10.457 10.0576 AFFX-HUMISGF3A/M97935_3_at 7.8237 7.5602 8.3212 AFFX-HUMISGF3A/M97935_5_at 4.688 4.7367 4.5962 AFFX-HUMISGF3A/M97935_MA_at 8.1265 8.1404 8.1003 AFFX-HUMISGF3A/M97935_MB_at 6.8611 6.7691 7.0348 AFFX-HUMRGE/M10098_3_at 6.0402 5.9254 6.2571 AFFX-HUMRGE/M10098_5_at 4.8249 4.7875 4.8955 AFFX-HUMRGE/M10098_M_at 4.4138 4.3547 4.5254 AFFX-LysX-3_at 9.7289 9.3566 10.4323 AFFX-LysX-5_at 8.6076 8.206 9.366 AFFX-LysX-M_at 9.3402 8.9722 10.0353 AFFX-M27830_3_at 7.4115 7.5228 7.2013 AFFX-M27830_5_at 6.3812 6.5418 6.0778 AFFX-M27830_M_at 8.4346 8.5182 8.2767 AFFX-PheX-3_at 6.3875 6.4146 6.3363 AFFX-PheX-5_at 3.439 3.4552 3.4084 AFFX-PheX-M_at 3.2404 3.2489 3.2243 AFFX-r2-Bs-dap-3_at 11.1818 11.0039 11.5178 AFFX-r2-Bs-dap-5_at 10.6514 10.4749 10.9846 AFFX-r2-Bs-dap-M_at 10.9109 10.701 11.3074 AFFX-r2-Bs-lys-3_at 9.1743 8.7496 9.9766 AFFX-r2-Bs-lys-5_at 8.7798 8.4011 9.4951 AFFX-r2-Bs-lys-M_at 8.6785 8.2621 9.4649 AFFX-r2-Bs-phe-3_at 4.6253 4.6287 4.6189 AFFX-r2-Bs-phe-5_at 3.0669 3.0786 3.0447 AFFX-r2-Bs-phe-M_at 3.5799 3.6425 3.4617 AFFX-r2-Bs-thr-3_s_at 4.2578 4.2806 4.2146 AFFX-r2-Bs-thr-5_s_at 4.958 4.9623 4.95 AFFX-r2-Bs-thr-M_s_at 3.7931 3.811 3.7592 AFFX-r2-Ec-bioB-3_at 7.0465 6.9536 7.222 AFFX-r2-Ec-bioB-5_at 6.9395 6.8427 7.1225 AFFX-r2-Ec-bioB-M_at 7.2639 7.1756 7.4307 AFFX-r2-Ec-bioC-3_at 8.1527 8.0679 8.3127 AFFX-r2-Ec-bioC-5_at 8.2047 8.1049 8.3934 AFFX-r2-Ec-bioD-3_at 10.6409 10.6195 10.6812 AFFX-r2-Ec-bioD-5_at 10.1081 10.0599 10.1993 AFFX-r2-Hs18SrRNA-3_s_at 6.5082 6.4021 6.7086 AFFX-r2-Hs18SrRNA-5_at 6.2718 6.2565 6.3007 AFFX-r2-Hs18SrRNA-M_x_at 5.0511 4.9602 5.2227 AFFX-r2-Hs28SrRNA-3_at 6.4312 6.5099 6.2826 AFFX-r2-Hs28SrRNA-5_at 4.4798 4.4493 4.5376 AFFX-r2-Hs28SrRNA-M_at 5.6682 5.649 5.7045 AFFX-r2-P1-cre-3_at 12.4635 12.4832 12.4263 AFFX-r2-P1-cre-5_at 12.2548 12.2489 12.2659 AFFX-ThrX-3_at 4.9865 5.043 4.8799 AFFX-ThrX-5_at 4.4396 4.4562 4.4082 AFFX-ThrX-M_at 3.5678 3.5842 3.537 AFFX-TrpnX-3_at 12.6533 12.6234 12.7099 AFFX-TrpnX-5_at 12.8286 12.859 12.7713 AFFX-TrpnX-M_at 11.923 11.9034 11.9598 Clustered Instances 0 34 ( 65%) 1 18 ( 35%) Class attribute: class Classes to Clusters: 0 1 <-- assigned to cluster 25 16 | CLL 9 2 | normal_B_Cell Cluster 0 <-- CLL Cluster 1 <-- normal_B_Cell Incorrectly clustered instances : 25.0 48.0769 %