FilteredClassifier using weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 -num-decimal-places 4 on data filtered through weka.filters.unsupervised.attribute.Remove -V -R 140,289,292,366,380,456,468,496,512,515,558,569,580,720,757,777,797,856,950,1031,1050,1151,1272,1278,1301,1329,1370,1425,1505,1523,1533,1607,1657,1814,1996,2010,2223,2354,2489,2663,2741,2743,2785,3062,3063,3066,3123,3198,3249,3252,3257,3328,3361,3469,3544,3643,3657,3720,3722,3828,3888,3966,3976,4110,4159,4165,4188,4196,4272,4291,4425,4504,4508,4554,4568,4586,4622,4653,4656,4691,4917,5001 Filtered Header @relation '/mhome/zuberif/Datasets/-10017/gissette.libsvm-weka.filters.unsupervised.attribute.Remove-V-R140,289,292,366,380,456,468,496,512,515,558,569,580,720,757,777,797,856,950,1031,1050,1151,1272,1278,1301,1329,1370,1425,1505,1523,1533,1607,1657,1814,1996,2010,2223,2354,2489,2663,2741,2743,2785,3062,3063,3066,3123,3198,3249,3252,3257,3328,3361,3469,3544,3643,3657,3720,3722,3828,3888,3966,3976,4110,4159,4165,4188,4196,4272,4291,4425,4504,4508,4554,4568,4586,4622,4653,4656,4691,4917,5001' @attribute att_140 numeric @attribute att_289 numeric @attribute att_292 numeric @attribute att_366 numeric @attribute att_380 numeric @attribute att_456 numeric @attribute att_468 numeric @attribute att_496 numeric @attribute att_512 numeric @attribute att_515 numeric @attribute att_558 numeric @attribute att_569 numeric @attribute att_580 numeric @attribute att_720 numeric @attribute att_757 numeric @attribute att_777 numeric @attribute att_797 numeric @attribute att_856 numeric @attribute att_950 numeric @attribute att_1031 numeric @attribute att_1050 numeric @attribute att_1151 numeric @attribute att_1272 numeric @attribute att_1278 numeric @attribute att_1301 numeric @attribute att_1329 numeric @attribute att_1370 numeric @attribute att_1425 numeric @attribute att_1505 numeric @attribute att_1523 numeric @attribute att_1533 numeric @attribute att_1607 numeric @attribute att_1657 numeric @attribute att_1814 numeric @attribute att_1996 numeric @attribute att_2010 numeric @attribute att_2223 numeric @attribute att_2354 numeric @attribute att_2489 numeric @attribute att_2663 numeric @attribute att_2741 numeric @attribute att_2743 numeric @attribute att_2785 numeric @attribute att_3062 numeric @attribute att_3063 numeric @attribute att_3066 numeric @attribute att_3123 numeric @attribute att_3198 numeric @attribute att_3249 numeric @attribute att_3252 numeric @attribute att_3257 numeric @attribute att_3328 numeric @attribute att_3361 numeric @attribute att_3469 numeric @attribute att_3544 numeric @attribute att_3643 numeric @attribute att_3657 numeric @attribute att_3720 numeric @attribute att_3722 numeric @attribute att_3828 numeric @attribute att_3888 numeric @attribute att_3966 numeric @attribute att_3976 numeric @attribute att_4110 numeric @attribute att_4159 numeric @attribute att_4165 numeric @attribute att_4188 numeric @attribute att_4196 numeric @attribute att_4272 numeric @attribute att_4291 numeric @attribute att_4425 numeric @attribute att_4504 numeric @attribute att_4508 numeric @attribute att_4554 numeric @attribute att_4568 numeric @attribute att_4586 numeric @attribute att_4622 numeric @attribute att_4653 numeric @attribute att_4656 numeric @attribute att_4691 numeric @attribute att_4917 numeric @attribute class {-1,1} @data Classifier Model Logistic Regression with ridge parameter of 1.0E-8 Coefficients... Class Variable -1 ====================== att_140 0.4409 att_289 -0.817 att_292 -2.137 att_366 -0.6455 att_380 0.8997 att_456 0.2925 att_468 -0.3728 att_496 -1.2273 att_512 0.0059 att_515 -1.7229 att_558 0.5566 att_569 -0.3755 att_580 0.0269 att_720 0.1957 att_757 0.4097 att_777 -0.3524 att_797 -0.5476 att_856 -0.6821 att_950 -0.2673 att_1031 0.3081 att_1050 -1.1176 att_1151 3.1822 att_1272 -0.5064 att_1278 1.0948 att_1301 -292.3376 att_1329 0.3865 att_1370 -248.4701 att_1425 0.4914 att_1505 1.5405 att_1523 -2.3919 att_1533 0.8206 att_1607 0.5258 att_1657 0.3237 att_1814 0.1271 att_1996 1.3728 att_2010 -0.7944 att_2223 -0.686 att_2354 2.9817 att_2489 -0.6577 att_2663 -0.6497 att_2741 0.755 att_2743 -0.8002 att_2785 0.1036 att_3062 -1.0859 att_3063 0.2621 att_3066 0.0851 att_3123 -1.2572 att_3198 -0.2329 att_3249 -0.1664 att_3252 -0.4398 att_3257 -153.5019 att_3328 1.6125 att_3361 0.6346 att_3469 0.158 att_3544 0.5523 att_3643 -0.3222 att_3657 0.014 att_3720 -0.7689 att_3722 0.6024 att_3828 -0.0671 att_3888 -0.4332 att_3966 0.0502 att_3976 0.6597 att_4110 0.7249 att_4159 -0.6302 att_4165 -0.2232 att_4188 0.2508 att_4196 0.0094 att_4272 0.182 att_4291 0.3717 att_4425 1.6271 att_4504 0.3139 att_4508 0.1508 att_4554 0.6156 att_4568 2.6595 att_4586 -0.4964 att_4622 -3.0559 att_4653 0.0502 att_4656 -0.1065 att_4691 0.5565 att_4917 0.5037 Intercept -692.119 Odds Ratios... Class Variable -1 ====================== att_140 1.5541 att_289 0.4417 att_292 0.118 att_366 0.5244 att_380 2.4588 att_456 1.3398 att_468 0.6888 att_496 0.2931 att_512 1.0059 att_515 0.1786 att_558 1.7447 att_569 0.687 att_580 1.0273 att_720 1.2162 att_757 1.5064 att_777 0.703 att_797 0.5783 att_856 0.5056 att_950 0.7655 att_1031 1.3608 att_1050 0.3271 att_1151 24.1008 att_1272 0.6026 att_1278 2.9884 att_1301 0 att_1329 1.4718 att_1370 0 att_1425 1.6345 att_1505 4.6671 att_1523 0.0915 att_1533 2.2718 att_1607 1.6919 att_1657 1.3823 att_1814 1.1355 att_1996 3.9462 att_2010 0.4519 att_2223 0.5036 att_2354 19.7211 att_2489 0.518 att_2663 0.5222 att_2741 2.1277 att_2743 0.4493 att_2785 1.1091 att_3062 0.3376 att_3063 1.2996 att_3066 1.0888 att_3123 0.2844 att_3198 0.7923 att_3249 0.8467 att_3252 0.6441 att_3257 0 att_3328 5.0156 att_3361 1.8862 att_3469 1.1712 att_3544 1.7372 att_3643 0.7245 att_3657 1.0141 att_3720 0.4635 att_3722 1.8265 att_3828 0.9351 att_3888 0.6485 att_3966 1.0515 att_3976 1.9342 att_4110 2.0645 att_4159 0.5325 att_4165 0.7999 att_4188 1.2851 att_4196 1.0094 att_4272 1.1996 att_4291 1.4502 att_4425 5.0893 att_4504 1.3687 att_4508 1.1628 att_4554 1.8507 att_4568 14.2892 att_4586 0.6087 att_4622 0.0471 att_4653 1.0515 att_4656 0.8989 att_4691 1.7445 att_4917 1.6548