=== Classifier model (full training set) === Naive Bayes Classifier Class Attribute CLL normal_B_Cell (0.78) (0.22) ========================================================== 200000_s_at mean 9.223 9.2512 std. dev. 0.3272 0.3126 weight sum 41 11 precision 0.0354 0.0354 200001_at mean 9.8185 10.0368 std. dev. 0.3301 0.4377 weight sum 41 11 precision 0.0455 0.0455 200002_at mean 11.7357 11.7941 std. dev. 0.3187 0.2727 weight sum 41 11 precision 0.0285 0.0285 200003_s_at mean 12.417 12.6361 std. dev. 0.244 0.1829 weight sum 41 11 precision 0.0276 0.0276 200004_at mean 10.7375 10.5385 std. dev. 0.3099 0.205 weight sum 41 11 precision 0.0364 0.0364 200005_at mean 9.9742 10.0865 std. dev. 0.2544 0.312 weight sum 41 11 precision 0.0292 0.0292 200006_at mean 9.7257 9.4315 std. dev. 0.3722 0.6004 weight sum 41 11 precision 0.0361 0.0361 200007_at mean 10.6139 10.4277 std. dev. 0.2568 0.4791 weight sum 41 11 precision 0.0407 0.0407 200008_s_at mean 9.5496 9.3898 std. dev. 0.3999 0.1817 weight sum 41 11 precision 0.0343 0.0343 200009_at mean 10.8823 10.5907 std. dev. 0.3032 0.3494 weight sum 41 11 precision 0.0323 0.0323 200010_at mean 12.2132 12.3004 std. dev. 0.167 0.1138 weight sum 41 11 precision 0.0145 0.0145 200011_s_at mean 8.8265 8.8239 std. dev. 0.3549 0.3096 weight sum 41 11 precision 0.0396 0.0396 200012_x_at mean 12.7076 12.7906 std. dev. 0.1719 0.1214 weight sum 41 11 precision 0.0159 0.0159 200013_at mean 11.6622 11.6663 std. dev. 0.2682 0.62 weight sum 41 11 precision 0.05 0.05 200014_s_at mean 9.2373 9.2642 std. dev. 0.5227 0.395 weight sum 41 11 precision 0.0614 0.0614 200015_s_at mean 8.8313 8.2214 std. dev. 0.4237 0.4209 weight sum 41 11 precision 0.0379 0.0379 200016_x_at mean 11.3504 11.336 std. dev. 0.2346 0.1783 weight sum 41 11 precision 0.0237 0.0237 200017_at mean 12.2323 12.1576 std. dev. 0.1727 0.2447 weight sum 41 11 precision 0.023 0.023 200018_at mean 12.3537 12.5529 std. dev. 0.1393 0.1758 weight sum 41 11 precision 0.0156 0.0156 200019_s_at mean 11.804 11.9493 std. dev. 0.2595 0.2496 weight sum 41 11 precision 0.0232 0.0232 200020_at mean 8.8755 8.6612 std. dev. 0.4166 0.2923 weight sum 41 11 precision 0.0349 0.0349 200021_at mean 11.7546 11.9589 std. dev. 0.2398 0.1835 weight sum 41 11 precision 0.0269 0.0269 200022_at mean 12.3191 12.6441 std. dev. 0.1989 0.1952 weight sum 41 11 precision 0.021 0.021 200023_s_at mean 10.0551 10.2216 std. dev. 0.3241 0.6011 weight sum 41 11 precision 0.045 0.045 200024_at mean 12.2715 12.465 std. dev. 0.2591 0.1829 weight sum 41 11 precision 0.021 0.021 200025_s_at mean 12.5314 12.6998 std. dev. 0.1441 0.1537 weight sum 41 11 precision 0.0147 0.0147 200026_at mean 12.5621 12.5638 std. dev. 0.183 0.1545 weight sum 41 11 precision 0.0162 0.0162 200027_at mean 8.851 8.7095 std. dev. 0.4865 0.5116 weight sum 41 11 precision 0.0497 0.0497 200028_s_at mean 10.7649 9.8385 std. dev. 0.3423 0.573 weight sum 41 11 precision 0.046 0.046 200029_at mean 12.3936 12.5353 std. dev. 0.149 0.1811 weight sum 41 11 precision 0.0174 0.0174 200030_s_at mean 10.6302 10.6475 std. dev. 0.3188 0.3173 weight sum 41 11 precision 0.0281 0.0281 200031_s_at mean 13.0264 13.174 std. dev. 0.1994 0.1153 weight sum 41 11 precision 0.0217 0.0217 200032_s_at mean 12.577 12.6142 std. dev. 0.1153 0.1107 weight sum 41 11 precision 0.0121 0.0121 200033_at mean 11.3236 11.0879 std. dev. 0.2804 0.2962 weight sum 41 11 precision 0.0322 0.0322 200034_s_at mean 11.5637 11.4081 std. dev. 0.1531 0.1506 weight sum 41 11 precision 0.0174 0.0174 200035_at mean 9.1201 9.2762 std. dev. 0.1994 0.2476 weight sum 41 11 precision 0.0237 0.0237 200036_s_at mean 11.5157 11.7214 std. dev. 0.3246 0.4166 weight sum 41 11 precision 0.0326 0.0326 200037_s_at mean 9.1412 8.5622 std. dev. 0.3763 0.4254 weight sum 41 11 precision 0.0414 0.0414 200038_s_at mean 12.2295 12.2992 std. dev. 0.2228 0.1322 weight sum 41 11 precision 0.0215 0.0215 200039_s_at mean 8.2542 8.3887 std. dev. 0.3119 0.4791 weight sum 41 11 precision 0.0373 0.0373 200040_at mean 9.351 9.28 std. dev. 0.3397 0.2643 weight sum 41 11 precision 0.0364 0.0364 200041_s_at mean 10.6229 10.2802 std. dev. 0.2836 0.3237 weight sum 41 11 precision 0.0252 0.0252 200042_at mean 8.3522 8.4082 std. dev. 0.284 0.4102 weight sum 41 11 precision 0.0297 0.0297 200043_at mean 10.0128 9.8278 std. dev. 0.3505 0.4024 weight sum 41 11 precision 0.0329 0.0329 200044_at mean 9.1606 9.0955 std. dev. 0.2777 0.3023 weight sum 41 11 precision 0.0234 0.0234 200045_at mean 8.4642 8.4747 std. dev. 0.1823 0.2343 weight sum 41 11 precision 0.0162 0.0162 200046_at mean 8.8176 8.4204 std. dev. 0.3757 0.4436 weight sum 41 11 precision 0.0332 0.0332 200047_s_at mean 8.7057 8.6558 std. dev. 0.5107 0.4033 weight sum 41 11 precision 0.0604 0.0604 200048_s_at mean 9.9457 9.9772 std. dev. 0.2725 0.5084 weight sum 41 11 precision 0.0381 0.0381 200049_at mean 7.8223 7.9322 std. dev. 0.1325 0.1339 weight sum 41 11 precision 0.0107 0.0107 200050_at mean 7.8509 7.4112 std. dev. 0.526 0.5253 weight sum 41 11 precision 0.0533 0.0533 200051_at mean 6.6272 6.6633 std. dev. 0.2775 0.3401 weight sum 41 11 precision 0.0252 0.0252 200052_s_at mean 8.0641 8.0872 std. dev. 0.3601 0.3745 weight sum 41 11 precision 0.0321 0.0321 200053_at mean 8.7457 8.7862 std. dev. 0.2302 0.2889 weight sum 41 11 precision 0.0223 0.0223 200054_at mean 7.4338 7.3219 std. dev. 0.2516 0.3294 weight sum 41 11 precision 0.0231 0.0231 200055_at mean 9.3784 9.4133 std. dev. 0.2434 0.2138 weight sum 41 11 precision 0.0201 0.0201 200056_s_at mean 6.3596 6.4254 std. dev. 0.5899 0.4579 weight sum 41 11 precision 0.0626 0.0626 200057_s_at mean 10.3772 10.3962 std. dev. 0.2129 0.1535 weight sum 41 11 precision 0.0172 0.0172 200058_s_at mean 9.5523 9.432 std. dev. 0.2654 0.3067 weight sum 41 11 precision 0.0252 0.0252 200059_s_at mean 11.1766 11.2446 std. dev. 0.2351 0.2613 weight sum 41 11 precision 0.0251 0.0251 200060_s_at mean 9.5065 9.3945 std. dev. 0.2054 0.2364 weight sum 41 11 precision 0.019 0.019 200061_s_at mean 12.8476 12.7619 std. dev. 0.1904 0.1341 weight sum 41 11 precision 0.0158 0.0158 200062_s_at mean 12.7838 12.8336 std. dev. 0.1462 0.076 weight sum 41 11 precision 0.0132 0.0132 200063_s_at mean 10.9677 10.6691 std. dev. 0.225 0.1779 weight sum 41 11 precision 0.0229 0.0229 200064_at mean 11.059 10.9194 std. dev. 0.3853 0.2212 weight sum 41 11 precision 0.0327 0.0327 200065_s_at mean 9.9137 10.3091 std. dev. 0.2477 0.4233 weight sum 41 11 precision 0.0324 0.0324 200066_at mean 8.6443 8.4674 std. dev. 0.3237 0.3843 weight sum 41 11 precision 0.0346 0.0346 200067_x_at mean 9.6053 9.7453 std. dev. 0.343 0.2383 weight sum 41 11 precision 0.0421 0.0421 200068_s_at mean 9.9064 10.0681 std. dev. 0.2948 0.2436 weight sum 41 11 precision 0.0319 0.0319 200069_at mean 7.6347 7.2783 std. dev. 0.4139 0.5096 weight sum 41 11 precision 0.0392 0.0392 200070_at mean 7.7147 7.8307 std. dev. 0.3242 0.1816 weight sum 41 11 precision 0.0221 0.0221 200071_at mean 7.0731 7.39 std. dev. 0.5974 0.4606 weight sum 41 11 precision 0.0645 0.0645 200072_s_at mean 9.1675 9.0232 std. dev. 0.2985 0.2446 weight sum 41 11 precision 0.0363 0.0363 200073_s_at mean 8.8421 8.7868 std. dev. 0.4002 0.4161 weight sum 41 11 precision 0.039 0.039 200074_s_at mean 11.1768 11.4503 std. dev. 0.2499 0.1956 weight sum 41 11 precision 0.0233 0.0233 200075_s_at mean 7.6623 8.0449 std. dev. 0.385 0.4408 weight sum 41 11 precision 0.0447 0.0447 200076_s_at mean 8.4206 8.512 std. dev. 0.1846 0.2651 weight sum 41 11 precision 0.0215 0.0215 200077_s_at mean 11.751 11.8672 std. dev. 0.2111 0.2173 weight sum 41 11 precision 0.0201 0.0201 200078_s_at mean 8.4264 8.7034 std. dev. 0.3835 0.5319 weight sum 41 11 precision 0.0449 0.0449 200079_s_at mean 8.848 8.9406 std. dev. 0.2593 0.3517 weight sum 41 11 precision 0.0263 0.0263 200080_s_at mean 11.0067 10.9586 std. dev. 0.3617 0.3071 weight sum 41 11 precision 0.0434 0.0434 200081_s_at mean 12.5038 12.563 std. dev. 0.1694 0.1459 weight sum 41 11 precision 0.0129 0.0129 200082_s_at mean 12.1773 12.2647 std. dev. 0.2519 0.1842 weight sum 41 11 precision 0.0226 0.0226 200083_at mean 8.8074 8.6548 std. dev. 0.2941 0.2364 weight sum 41 11 precision 0.0229 0.0229 200084_at mean 8.9885 8.832 std. dev. 0.4191 0.3264 weight sum 41 11 precision 0.0484 0.0484 200085_s_at mean 8.4858 8.5763 std. dev. 0.4397 0.5812 weight sum 41 11 precision 0.0394 0.0394 200086_s_at mean 10.3009 10.4129 std. dev. 0.2906 0.3298 weight sum 41 11 precision 0.0288 0.0288 200087_s_at mean 8.9002 8.899 std. dev. 0.3881 0.3751 weight sum 41 11 precision 0.0418 0.0418 200088_x_at mean 12.3733 12.6543 std. dev. 0.2742 0.193 weight sum 41 11 precision 0.0263 0.0263 200089_s_at mean 11.2449 11.3542 std. dev. 0.2602 0.3505 weight sum 41 11 precision 0.0281 0.0281 200090_at mean 9.3947 9.0651 std. dev. 0.4699 0.535 weight sum 41 11 precision 0.0417 0.0417 200091_s_at mean 11.113 11.15 std. dev. 0.2831 0.3107 weight sum 41 11 precision 0.0245 0.0245 200092_s_at mean 11.8155 11.8588 std. dev. 0.207 0.1343 weight sum 41 11 precision 0.0177 0.0177 200093_s_at mean 9.3418 9.4704 std. dev. 0.4082 0.3096 weight sum 41 11 precision 0.0328 0.0328 200094_s_at mean 11.7109 11.7524 std. dev. 0.1927 0.3614 weight sum 41 11 precision 0.0268 0.0268 200095_x_at mean 12.9005 13.0333 std. dev. 0.1669 0.1772 weight sum 41 11 precision 0.0166 0.0166 200096_s_at mean 10.0302 9.7134 std. dev. 0.4064 0.6043 weight sum 41 11 precision 0.038 0.038 200097_s_at mean 10.0284 10.0187 std. dev. 0.1989 0.2674 weight sum 41 11 precision 0.0223 0.0223 200098_s_at mean 9.4678 9.2322 std. dev. 0.3652 0.423 weight sum 41 11 precision 0.0308 0.0308 200099_s_at mean 12.5069 12.5611 std. dev. 0.191 0.1174 weight sum 41 11 precision 0.0225 0.0225 222385_x_at mean 6.9676 7.6183 std. dev. 0.5409 0.7429 weight sum 41 11 precision 0.0704 0.0704 222386_s_at mean 8.0928 8.1624 std. dev. 0.3731 0.5023 weight sum 41 11 precision 0.0427 0.0427 222387_s_at mean 7.2843 7.2045 std. dev. 0.5041 0.3734 weight sum 41 11 precision 0.0455 0.0455 222388_s_at mean 7.9518 7.5285 std. dev. 0.4509 0.3901 weight sum 41 11 precision 0.0356 0.0356 222389_s_at mean 8.8667 8.852 std. dev. 0.2957 0.1745 weight sum 41 11 precision 0.0322 0.0322 222390_at mean 8.9556 8.9168 std. dev. 0.4222 0.352 weight sum 41 11 precision 0.0465 0.0465 222391_at mean 7.3999 7.2688 std. dev. 0.4054 0.3284 weight sum 41 11 precision 0.0306 0.0306 222392_x_at mean 4.2894 4.8591 std. dev. 0.1194 0.5917 weight sum 41 11 precision 0.0426 0.0426 222393_s_at mean 6.9056 7.0002 std. dev. 0.3384 0.2298 weight sum 41 11 precision 0.0333 0.0333 222394_at mean 7.9446 7.5533 std. dev. 0.4211 0.228 weight sum 41 11 precision 0.0566 0.0566 222395_s_at mean 8.2968 8.2428 std. dev. 0.3628 0.287 weight sum 41 11 precision 0.0407 0.0407 222396_at mean 6.9096 7.2153 std. dev. 0.3076 0.6064 weight sum 41 11 precision 0.0444 0.0444 222397_at mean 6.8658 6.9127 std. dev. 0.1331 0.1124 weight sum 41 11 precision 0.0135 0.0135 222398_s_at mean 8.5554 8.5911 std. dev. 0.2566 0.3683 weight sum 41 11 precision 0.0292 0.0292 222399_s_at mean 7.7106 7.5959 std. dev. 0.4177 0.4085 weight sum 41 11 precision 0.0459 0.0459 222400_s_at mean 8.9429 8.8744 std. dev. 0.3355 0.4314 weight sum 41 11 precision 0.0364 0.0364 222401_s_at mean 8.4859 8.6341 std. dev. 0.2419 0.5129 weight sum 41 11 precision 0.0383 0.0383 222402_at mean 3.2814 3.3982 std. dev. 0.2043 0.2584 weight sum 41 11 precision 0.0216 0.0216 222403_at mean 6.5724 6.5248 std. dev. 0.2219 0.1321 weight sum 41 11 precision 0.0197 0.0197 222404_x_at mean 7.2265 7.0872 std. dev. 0.3419 0.2268 weight sum 41 11 precision 0.0362 0.0362 222405_at mean 7.628 7.5349 std. dev. 0.2961 0.3087 weight sum 41 11 precision 0.028 0.028 222406_s_at mean 7.2414 7.0415 std. dev. 0.4385 0.2907 weight sum 41 11 precision 0.0413 0.0413 222407_s_at mean 7.698 7.8879 std. dev. 0.3564 0.2556 weight sum 41 11 precision 0.0365 0.0365 222408_s_at mean 9.6606 9.8692 std. dev. 0.4388 0.3769 weight sum 41 11 precision 0.0506 0.0506 222409_at mean 6.8627 7.0331 std. dev. 0.4639 0.567 weight sum 41 11 precision 0.0447 0.0447 222410_s_at mean 8.1715 8.1054 std. dev. 0.4131 0.3853 weight sum 41 11 precision 0.0457 0.0457 222411_s_at mean 7.759 8.0969 std. dev. 0.3665 0.8441 weight sum 41 11 precision 0.0565 0.0565 222412_s_at mean 5.6459 5.771 std. dev. 0.3999 0.4895 weight sum 41 11 precision 0.0315 0.0315 222413_s_at mean 7.3744 7.286 std. dev. 0.3972 0.4988 weight sum 41 11 precision 0.0357 0.0357 222414_at mean 7.5754 7.61 std. dev. 0.3343 0.2354 weight sum 41 11 precision 0.0343 0.0343 222415_at mean 6.9527 6.7617 std. dev. 0.591 0.5638 weight sum 41 11 precision 0.0588 0.0588 222416_at mean 6.044 5.7811 std. dev. 0.4592 0.6132 weight sum 41 11 precision 0.0429 0.0429 222417_s_at mean 7.8339 7.7759 std. dev. 0.3347 0.3203 weight sum 41 11 precision 0.0272 0.0272 222418_s_at mean 7.7865 7.6979 std. dev. 0.2787 0.2694 weight sum 41 11 precision 0.025 0.025 222419_x_at mean 6.0105 6.0783 std. dev. 0.2921 0.2383 weight sum 41 11 precision 0.024 0.024 222420_s_at mean 7.1844 7.278 std. dev. 0.4325 0.4278 weight sum 41 11 precision 0.0359 0.0359 222421_at mean 7.853 7.756 std. dev. 0.3575 0.2598 weight sum 41 11 precision 0.0324 0.0324 222422_s_at mean 7.5793 7.365 std. dev. 0.2686 0.4086 weight sum 41 11 precision 0.0323 0.0323 222423_at mean 7.2447 6.6182 std. dev. 0.5199 0.5568 weight sum 41 11 precision 0.0525 0.0525 222424_s_at mean 6.749 6.8383 std. dev. 0.3171 0.2963 weight sum 41 11 precision 0.0341 0.0341 222425_s_at mean 7.5534 7.675 std. dev. 0.2172 0.2624 weight sum 41 11 precision 0.0249 0.0249 222426_at mean 6.8774 6.7212 std. dev. 0.2815 0.3138 weight sum 41 11 precision 0.0259 0.0259 222427_s_at mean 8.011 8.0462 std. dev. 0.2886 0.2262 weight sum 41 11 precision 0.0254 0.0254 222428_s_at mean 7.4418 7.4825 std. dev. 0.4391 0.3131 weight sum 41 11 precision 0.05 0.05 222429_at mean 8.1947 8.4055 std. dev. 0.2204 0.2997 weight sum 41 11 precision 0.0282 0.0282 222430_s_at mean 8.674 8.8077 std. dev. 0.3324 0.3277 weight sum 41 11 precision 0.0272 0.0272 222431_at mean 7.589 7.3287 std. dev. 0.5571 0.4104 weight sum 41 11 precision 0.0544 0.0544 222432_s_at mean 6.7609 6.5822 std. dev. 0.2978 0.2638 weight sum 41 11 precision 0.0241 0.0241 222433_at mean 4.1136 4.4506 std. dev. 0.1429 0.2002 weight sum 41 11 precision 0.0178 0.0178 222434_at mean 3.7228 3.7768 std. dev. 0.1105 0.0934 weight sum 41 11 precision 0.0097 0.0097 222435_s_at mean 9.1713 9.432 std. dev. 0.4313 0.7212 weight sum 41 11 precision 0.047 0.047 222436_s_at mean 7.4212 7.4684 std. dev. 0.2146 0.2732 weight sum 41 11 precision 0.0248 0.0248 222437_s_at mean 8.6224 8.6268 std. dev. 0.2053 0.2688 weight sum 41 11 precision 0.0197 0.0197 222438_at mean 3.3548 3.2682 std. dev. 0.3 0.1791 weight sum 41 11 precision 0.0265 0.0265 222439_s_at mean 7.8262 7.7782 std. dev. 0.5012 0.6128 weight sum 41 11 precision 0.0453 0.0453 222440_s_at mean 8.4816 8.4075 std. dev. 0.289 0.1676 weight sum 41 11 precision 0.0242 0.0242 222441_x_at mean 7.6351 7.844 std. dev. 0.4066 0.2793 weight sum 41 11 precision 0.0381 0.0381 222442_s_at mean 6.6021 6.7775 std. dev. 0.378 0.4762 weight sum 41 11 precision 0.0387 0.0387 222443_s_at mean 7.7968 7.9859 std. dev. 0.2957 0.222 weight sum 41 11 precision 0.0263 0.0263 222444_at mean 4.4437 4.1213 std. dev. 0.5265 0.4992 weight sum 41 11 precision 0.0501 0.0501 222445_at mean 7.7126 7.6491 std. dev. 0.2725 0.3127 weight sum 41 11 precision 0.0218 0.0218 222446_s_at mean 7.9839 7.7471 std. dev. 0.7193 0.3635 weight sum 41 11 precision 0.0483 0.0483 222447_at mean 6.9684 6.888 std. dev. 0.356 0.3648 weight sum 41 11 precision 0.0366 0.0366 222448_s_at mean 8.047 8.1741 std. dev. 0.4452 0.2819 weight sum 41 11 precision 0.0546 0.0546 222449_at mean 4.9129 5.9061 std. dev. 0.2815 0.4222 weight sum 41 11 precision 0.0416 0.0416 222450_at mean 5.9267 7.1301 std. dev. 0.2591 0.6503 weight sum 41 11 precision 0.0524 0.0524 222451_s_at mean 6.3398 6.3611 std. dev. 0.2066 0.1181 weight sum 41 11 precision 0.0209 0.0209 222452_s_at mean 8.062 7.9926 std. dev. 0.189 0.1771 weight sum 41 11 precision 0.0184 0.0184 222453_at mean 5.8263 5.6253 std. dev. 0.4869 0.4715 weight sum 41 11 precision 0.0423 0.0423 222454_s_at mean 5.5451 5.6884 std. dev. 0.1716 0.1261 weight sum 41 11 precision 0.0201 0.0201 222455_s_at mean 3.4615 3.4028 std. dev. 0.1333 0.1285 weight sum 41 11 precision 0.0146 0.0146 222456_s_at mean 3.15 3.2003 std. dev. 0.1512 0.2254 weight sum 41 11 precision 0.0172 0.0172 222457_s_at mean 4.2664 4.4464 std. dev. 0.2133 0.3019 weight sum 41 11 precision 0.0313 0.0313 222458_s_at mean 6.2358 6.5655 std. dev. 0.6095 0.4538 weight sum 41 11 precision 0.0557 0.0557 222459_at mean 6.4066 6.4367 std. dev. 0.3139 0.3501 weight sum 41 11 precision 0.0267 0.0267 222460_s_at mean 9.1111 8.9177 std. dev. 0.2123 0.2502 weight sum 41 11 precision 0.027 0.027 222461_s_at mean 5.105 5.2041 std. dev. 0.3246 0.2354 weight sum 41 11 precision 0.0349 0.0349 222462_s_at mean 7.6015 7.6687 std. dev. 0.1471 0.2569 weight sum 41 11 precision 0.0198 0.0198 222463_s_at mean 6.5903 6.6133 std. dev. 0.1833 0.1534 weight sum 41 11 precision 0.0143 0.0143 222464_s_at mean 6.4005 6.6782 std. dev. 0.4496 0.6557 weight sum 41 11 precision 0.0452 0.0452 222465_at mean 7.4367 7.7835 std. dev. 0.5065 0.4334 weight sum 41 11 precision 0.0492 0.0492 222466_s_at mean 6.6133 6.4803 std. dev. 0.2504 0.314 weight sum 41 11 precision 0.031 0.031 222467_s_at mean 7.6794 7.6698 std. dev. 0.3927 0.453 weight sum 41 11 precision 0.0352 0.0352 222468_at mean 7.414 7.3177 std. dev. 0.2603 0.263 weight sum 41 11 precision 0.0184 0.0184 222469_s_at mean 5.7522 5.9263 std. dev. 0.2534 0.3949 weight sum 41 11 precision 0.032 0.032 222470_s_at mean 6.3802 6.4406 std. dev. 0.2481 0.3186 weight sum 41 11 precision 0.0296 0.0296 222471_s_at mean 5.4929 5.3756 std. dev. 0.3181 0.2481 weight sum 41 11 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41 11 precision 0.0549 0.0549 AFFX-BioC-5_at mean 7.9798 7.8912 std. dev. 0.4082 0.3166 weight sum 41 11 precision 0.047 0.047 AFFX-BioDn-3_at mean 10.7649 10.7148 std. dev. 0.3088 0.1707 weight sum 41 11 precision 0.0359 0.0359 AFFX-BioDn-5_at mean 8.3689 8.2217 std. dev. 0.5271 0.3805 weight sum 41 11 precision 0.0627 0.0627 AFFX-CreX-3_at mean 12.0867 11.9554 std. dev. 0.3207 0.2417 weight sum 41 11 precision 0.0366 0.0366 AFFX-CreX-5_at mean 11.4585 11.289 std. dev. 0.3798 0.329 weight sum 41 11 precision 0.0436 0.0436 AFFX-DapX-3_at mean 11.7324 11.6896 std. dev. 0.5438 0.6485 weight sum 41 11 precision 0.0555 0.0555 AFFX-DapX-5_at mean 9.9762 10.0442 std. dev. 0.6144 0.7197 weight sum 41 11 precision 0.0662 0.0662 AFFX-DapX-M_at mean 11.3215 11.3091 std. dev. 0.5127 0.6352 weight sum 41 11 precision 0.0555 0.0555 AFFX-HSAC07/X00351_3_at mean 12.3567 12.4917 std. dev. 0.1837 0.1341 weight sum 41 11 precision 0.0187 0.0187 AFFX-HSAC07/X00351_5_at mean 11.6186 12.0989 std. dev. 1.0047 0.6744 weight sum 41 11 precision 0.1287 0.1287 AFFX-HSAC07/X00351_M_at mean 12.2631 12.5166 std. dev. 0.6077 0.4021 weight sum 41 11 precision 0.0749 0.0749 AFFX-hum_alu_at mean 13.7155 13.5874 std. dev. 0.1197 0.3262 weight sum 41 11 precision 0.026 0.026 AFFX-HUMGAPDH/M33197_3_at mean 10.7593 11.1099 std. dev. 0.3215 0.5302 weight sum 41 11 precision 0.0416 0.0416 AFFX-HUMGAPDH/M33197_5_at mean 10.2751 10.8885 std. dev. 0.7518 0.6714 weight sum 41 11 precision 0.0964 0.0964 AFFX-HUMGAPDH/M33197_M_at mean 10.2014 10.7233 std. dev. 0.5591 0.5604 weight sum 41 11 precision 0.0773 0.0773 AFFX-HUMISGF3A/M97935_3_at mean 7.8912 7.5794 std. dev. 0.6948 0.4863 weight sum 41 11 precision 0.0508 0.0508 AFFX-HUMISGF3A/M97935_5_at mean 4.7017 4.6287 std. dev. 0.4392 0.1216 weight sum 41 11 precision 0.039 0.039 AFFX-HUMISGF3A/M97935_MA_at mean 8.1574 8.005 std. dev. 0.4608 0.2144 weight sum 41 11 precision 0.0371 0.0371 AFFX-HUMISGF3A/M97935_MB_at mean 6.92 6.6472 std. dev. 0.559 0.28 weight sum 41 11 precision 0.0468 0.0468 AFFX-HUMRGE/M10098_3_at mean 6.0427 6.0271 std. dev. 0.3199 0.3722 weight sum 41 11 precision 0.0246 0.0246 AFFX-HUMRGE/M10098_5_at mean 4.826 4.8163 std. dev. 0.2712 0.2802 weight sum 41 11 precision 0.0258 0.0258 AFFX-HUMRGE/M10098_M_at mean 4.42 4.3902 std. dev. 0.306 0.2944 weight sum 41 11 precision 0.0273 0.0273 AFFX-LysX-3_at mean 9.7307 9.7447 std. dev. 0.7879 0.8734 weight sum 41 11 precision 0.0762 0.0762 AFFX-LysX-5_at mean 8.5687 8.7413 std. dev. 0.8834 0.9887 weight sum 41 11 precision 0.0797 0.0797 AFFX-LysX-M_at mean 9.3138 9.4426 std. dev. 0.8087 0.8541 weight sum 41 11 precision 0.0782 0.0782 AFFX-M27830_3_at mean 7.3738 7.557 std. dev. 0.1844 0.2767 weight sum 41 11 precision 0.0217 0.0217 AFFX-M27830_5_at mean 6.3915 6.3398 std. dev. 0.763 0.542 weight sum 41 11 precision 0.0595 0.0595 AFFX-M27830_M_at mean 8.415 8.5031 std. dev. 0.2715 0.2482 weight sum 41 11 precision 0.0225 0.0225 AFFX-PheX-3_at mean 6.3783 6.4211 std. dev. 0.1305 0.13 weight sum 41 11 precision 0.014 0.014 AFFX-PheX-5_at mean 3.426 3.4892 std. dev. 0.1268 0.1822 weight sum 41 11 precision 0.0146 0.0146 AFFX-PheX-M_at mean 3.2319 3.2745 std. dev. 0.0884 0.05 weight sum 41 11 precision 0.0077 0.0077 AFFX-r2-Bs-dap-3_at mean 11.179 11.1835 std. dev. 0.4558 0.5277 weight sum 41 11 precision 0.0537 0.0537 AFFX-r2-Bs-dap-5_at mean 10.6143 10.781 std. dev. 0.5872 0.7506 weight sum 41 11 precision 0.0662 0.0662 AFFX-r2-Bs-dap-M_at mean 10.9204 10.8601 std. dev. 0.5796 0.8443 weight sum 41 11 precision 0.0755 0.0755 AFFX-r2-Bs-lys-3_at mean 9.1546 9.2587 std. dev. 0.9063 0.9248 weight sum 41 11 precision 0.0937 0.0937 AFFX-r2-Bs-lys-5_at mean 8.7544 8.8615 std. dev. 0.8557 0.9393 weight sum 41 11 precision 0.0784 0.0784 AFFX-r2-Bs-lys-M_at mean 8.6506 8.775 std. dev. 0.8841 0.9409 weight sum 41 11 precision 0.0831 0.0831 AFFX-r2-Bs-phe-3_at mean 4.6047 4.7029 std. dev. 0.1604 0.1734 weight sum 41 11 precision 0.0147 0.0147 AFFX-r2-Bs-phe-5_at mean 3.0686 3.0631 std. dev. 0.1274 0.0855 weight sum 41 11 precision 0.0109 0.0109 AFFX-r2-Bs-phe-M_at mean 3.5652 3.6364 std. dev. 0.1444 0.3188 weight sum 41 11 precision 0.0261 0.0261 AFFX-r2-Bs-thr-3_s_at mean 4.2294 4.3603 std. dev. 0.1449 0.1932 weight sum 41 11 precision 0.0174 0.0174 AFFX-r2-Bs-thr-5_s_at mean 4.9377 5.0337 std. dev. 0.1515 0.2515 weight sum 41 11 precision 0.022 0.022 AFFX-r2-Bs-thr-M_s_at mean 3.7876 3.8121 std. dev. 0.1587 0.159 weight sum 41 11 precision 0.0168 0.0168 AFFX-r2-Ec-bioB-3_at mean 7.0989 6.8608 std. dev. 0.5852 0.4717 weight sum 41 11 precision 0.0698 0.0698 AFFX-r2-Ec-bioB-5_at mean 6.9645 6.8336 std. dev. 0.6244 0.5171 weight sum 41 11 precision 0.0625 0.0625 AFFX-r2-Ec-bioB-M_at mean 7.3188 7.0574 std. dev. 0.6012 0.5116 weight sum 41 11 precision 0.0706 0.0706 AFFX-r2-Ec-bioC-3_at mean 8.1858 8.0435 std. dev. 0.467 0.3391 weight sum 41 11 precision 0.0565 0.0565 AFFX-r2-Ec-bioC-5_at mean 8.2266 8.1243 std. dev. 0.5148 0.3919 weight sum 41 11 precision 0.0573 0.0573 AFFX-r2-Ec-bioD-3_at mean 10.6744 10.5077 std. dev. 0.4836 0.3809 weight sum 41 11 precision 0.0599 0.0599 AFFX-r2-Ec-bioD-5_at mean 10.1499 9.9407 std. dev. 0.4236 0.5277 weight sum 41 11 precision 0.0602 0.0602 AFFX-r2-Hs18SrRNA-3_s_at mean 6.4805 6.6127 std. dev. 0.3663 0.2988 weight sum 41 11 precision 0.0307 0.0307 AFFX-r2-Hs18SrRNA-5_at mean 6.2739 6.2612 std. dev. 0.3214 0.2425 weight sum 41 11 precision 0.0345 0.0345 AFFX-r2-Hs18SrRNA-M_x_at mean 5.0344 5.1193 std. dev. 0.3551 0.5294 weight sum 41 11 precision 0.0405 0.0405 AFFX-r2-Hs28SrRNA-3_at mean 6.4573 6.334 std. dev. 0.6259 0.2786 weight sum 41 11 precision 0.0538 0.0538 AFFX-r2-Hs28SrRNA-5_at mean 4.4836 4.4656 std. dev. 0.2718 0.2397 weight sum 41 11 precision 0.0253 0.0253 AFFX-r2-Hs28SrRNA-M_at mean 5.6288 5.8124 std. dev. 0.2744 0.2366 weight sum 41 11 precision 0.0308 0.0308 AFFX-r2-P1-cre-3_at mean 12.4866 12.3771 std. dev. 0.2847 0.2236 weight sum 41 11 precision 0.0299 0.0299 AFFX-r2-P1-cre-5_at mean 12.279 12.1704 std. dev. 0.2818 0.2067 weight sum 41 11 precision 0.0258 0.0258 AFFX-ThrX-3_at mean 4.9568 5.0976 std. dev. 0.154 0.1651 weight sum 41 11 precision 0.0163 0.0163 AFFX-ThrX-5_at mean 4.4135 4.5373 std. dev. 0.1037 0.1865 weight sum 41 11 precision 0.0134 0.0134 AFFX-ThrX-M_at mean 3.554 3.6201 std. dev. 0.0988 0.1186 weight sum 41 11 precision 0.0095 0.0095 AFFX-TrpnX-3_at mean 12.6897 12.5233 std. dev. 0.1768 0.2994 weight sum 41 11 precision 0.0288 0.0288 AFFX-TrpnX-5_at mean 12.8555 12.7283 std. dev. 0.2483 0.3865 weight sum 41 11 precision 0.038 0.038 AFFX-TrpnX-M_at mean 11.953 11.8168 std. dev. 0.2342 0.3973 weight sum 41 11 precision 0.0381 0.0381 Time taken to build model: 0.29 seconds Time taken to test model on training data: 0.69 seconds === Error on training data === Correctly Classified Instances 51 98.0769 % Incorrectly Classified Instances 1 1.9231 % Kappa statistic 0.9404 Mean absolute error 0.0192 Root mean squared error 0.1387 Relative absolute error 5.6604 % Root relative squared error 33.9441 % Total Number of Instances 52 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 0,091 0,976 1,000 0,988 0,942 0,955 0,976 CLL 0,909 0,000 1,000 0,909 0,952 0,942 0,955 0,928 normal_B_Cell Weighted Avg. 0,981 0,072 0,981 0,981 0,980 0,942 0,955 0,966 === Confusion Matrix === a b <-- classified as 41 0 | a = CLL 1 10 | b = normal_B_Cell Time taken to perform cross-validation: 1 seconds === Stratified cross-validation === Correctly Classified Instances 47 90.3846 % Incorrectly Classified Instances 5 9.6154 % Kappa statistic 0.6543 Mean absolute error 0.0962 Root mean squared error 0.3101 Relative absolute error 28.0209 % Root relative squared error 75.7119 % Total Number of Instances 52 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 0,455 0,891 1,000 0,943 0,697 0,773 0,891 CLL 0,545 0,000 1,000 0,545 0,706 0,697 0,773 0,642 normal_B_Cell Weighted Avg. 0,904 0,358 0,914 0,904 0,892 0,697 0,773 0,838 === Confusion Matrix === a b <-- classified as 41 0 | a = CLL 5 6 | b = normal_B_Cell