10154656 7789 Sarim Zafar 3493 Supervised Classification 8947 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute.SimpleImputer,logisticregression=sklearn.linear_model.logistic.LogisticRegression)(1) 8080245 copy true 8946 fill_value null 8946 missing_values NaN 8946 strategy "mean" 8946 verbose 0 8946 memory null 8947 C 1.0 8948 class_weight null 8948 dual false 8948 fit_intercept true 8948 intercept_scaling 1 8948 max_iter 100 8948 multi_class "warn" 8948 n_jobs null 8948 penalty "l2" 8948 random_state 13842 8948 solver "warn" 8948 tol 0.0001 8948 verbose 0 8948 warm_start false 8948 openml-python Sklearn_0.20.2. 334 monks-problems-2 https://www.openml.org/data/download/52237/php4fATLZ -1 21229879 description https://api.openml.org/data/download/21229879/description.xml -1 21229880 predictions https://api.openml.org/data/download/21229880/predictions.arff area_under_roc_curve 0.5525746589652206 [0.552575,0.552575] average_cost 0 f_measure 0.5173013024038308 [0.787084,0] kappa -0.016512893684219012 kb_relative_information_score -7.636435426613861 mean_absolute_error 0.44808288868976803 mean_prior_absolute_error 0.4507164675789115 number_of_instances 601 [395,206] precision 0.4300718042635875 [0.654362,0] predictive_accuracy 0.6489184692179701 prior_entropy 0.927926261959976 recall 0.64891846921797 [0.987342,0] relative_absolute_error 0.9941569055524195 root_mean_prior_squared_error 0.47463301952307513 root_mean_squared_error 0.47513198597587536 root_relative_squared_error 1.0010512678896668 total_cost 0 area_under_roc_curve 0.5321428571428573 [0.532143,0.532143] area_under_roc_curve 0.42875 [0.42875,0.42875] area_under_roc_curve 0.655 [0.655,0.655] area_under_roc_curve 0.5925 [0.5925,0.5925] area_under_roc_curve 0.725 [0.725,0.725] area_under_roc_curve 0.49206349206349204 [0.492063,0.492063] area_under_roc_curve 0.5396825396825397 [0.539683,0.539683] area_under_roc_curve 0.7741147741147741 [0.774115,0.774115] area_under_roc_curve 0.442002442002442 [0.442002,0.442002] area_under_roc_curve 0.409035409035409 [0.409035,0.409035] average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 f_measure 0.5085910652920963 [0.762887,0] f_measure 0.5252525252525253 [0.787879,0] f_measure 0.5040816326530612 [0.77551,0] kappa 0 kappa -0.09523809523809522 kappa 0 kappa -0.03278688524590152 kappa 0 kappa 0 kappa 0 kappa 0 kappa -0.03286384976525835 kappa 0 kb_relative_information_score -1.3074396186467967 kb_relative_information_score -4.370057767915281 kb_relative_information_score 1.4073916174002583 kb_relative_information_score -0.7672406763477485 kb_relative_information_score 2.3081785850470307 kb_relative_information_score -1.047248885632591 kb_relative_information_score -0.2321933161721647 kb_relative_information_score 2.7867388416287455 kb_relative_information_score -3.2232261395284016 kb_relative_information_score -3.1913380664469004 mean_absolute_error 0.45088136284280217 mean_absolute_error 0.45948474069883705 mean_absolute_error 0.4324238125120366 mean_absolute_error 0.446390338058167 mean_absolute_error 0.4306554443428206 mean_absolute_error 0.4530737031780318 mean_absolute_error 0.4474739505710457 mean_absolute_error 0.43400106807612165 mean_absolute_error 0.46304748598094136 mean_absolute_error 0.4633503394009969 mean_prior_absolute_error 0.4511866895033036 mean_prior_absolute_error 0.4477611940298512 mean_prior_absolute_error 0.4477611940298512 mean_prior_absolute_error 0.4477611940298512 mean_prior_absolute_error 0.4477611940298512 mean_prior_absolute_error 0.4529850746268661 mean_prior_absolute_error 0.4529850746268661 mean_prior_absolute_error 0.4529850746268661 mean_prior_absolute_error 0.4529850746268661 mean_prior_absolute_error 0.4529850746268661 number_of_instances 61 [40,21] number_of_instances 60 [40,20] number_of_instances 60 [40,20] number_of_instances 60 [40,20] number_of_instances 60 [40,20] number_of_instances 60 [39,21] number_of_instances 60 [39,21] number_of_instances 60 [39,21] number_of_instances 60 [39,21] number_of_instances 60 [39,21] precision 0.4327485380116959 [0.649123,0] precision 0.4406779661016949 [0.661017,0] precision 0.4186440677966102 [0.644068,0] predictive_accuracy 0.6557377049180327 predictive_accuracy 0.6166666666666667 predictive_accuracy 0.6666666666666667 predictive_accuracy 0.65 predictive_accuracy 0.6666666666666667 predictive_accuracy 0.65 predictive_accuracy 0.65 predictive_accuracy 0.65 predictive_accuracy 0.6333333333333333 predictive_accuracy 0.65 prior_entropy 0.927926261959976 prior_entropy 0.927926261959976 prior_entropy 0.927926261959976 prior_entropy 0.927926261959976 prior_entropy 0.927926261959976 prior_entropy 0.927926261959976 prior_entropy 0.927926261959976 prior_entropy 0.927926261959976 prior_entropy 0.927926261959976 prior_entropy 0.927926261959976 recall 0.6557377049180327 [1,0] recall 0.6166666666666667 [0.925,0] recall 0.6666666666666666 [1,0] recall 0.65 [0.975,0] recall 0.6666666666666666 [1,0] recall 0.65 [1,0] recall 0.65 [1,0] recall 0.65 [1,0] recall 0.6333333333333333 [0.974359,0] recall 0.65 [1,0] relative_absolute_error 0.9993232808777281 relative_absolute_error 1.026182587560735 relative_absolute_error 0.965746514610214 relative_absolute_error 0.9969384216632386 relative_absolute_error 0.9617971590322983 relative_absolute_error 1.000195654462211 relative_absolute_error 0.9878337623808907 relative_absolute_error 0.9580913199703501 relative_absolute_error 1.0222135604851084 relative_absolute_error 1.0228821331092839 root_mean_prior_squared_error 0.4751281144554437 root_mean_prior_squared_error 0.47150952235615856 root_mean_prior_squared_error 0.47150952235615856 root_mean_prior_squared_error 0.47150952235615856 root_mean_prior_squared_error 0.47150952235615856 root_mean_prior_squared_error 0.4770168867760844 root_mean_prior_squared_error 0.4770168867760844 root_mean_prior_squared_error 0.4770168867760844 root_mean_prior_squared_error 0.4770168867760844 root_mean_prior_squared_error 0.4770168867760844 root_mean_squared_error 0.47722084205388454 root_mean_squared_error 0.4855914290307432 root_mean_squared_error 0.46406222917869033 root_mean_squared_error 0.4704095761563767 root_mean_squared_error 0.457857458713831 root_mean_squared_error 0.47893316420790505 root_mean_squared_error 0.47577506321023655 root_mean_squared_error 0.46045738183431617 root_mean_squared_error 0.48912860860042917 root_mean_squared_error 0.4905640226216082 root_relative_squared_error 1.0044045543397058 root_relative_squared_error 1.0298655827865715 root_relative_squared_error 0.98420542359303 root_relative_squared_error 0.9976671813661675 root_relative_squared_error 0.9710460489236623 root_relative_squared_error 1.0040172108890564 root_relative_squared_error 0.9973966884605686 root_relative_squared_error 0.9652852856977758 root_relative_squared_error 1.0253905514880233 root_relative_squared_error 1.0283996986712192 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0