10587943 32117 VAIBHAV JAISWAL 10101 Supervised Classification 19095 sklearn.ensemble._forest.RandomForestClassifier(12) 8304050 Python_3.7.7. Sklearn_1.0.2. NumPy_1.21.6. SciPy_1.7.3. bootstrap true 19095 ccp_alpha 0.0 19095 class_weight null 19095 criterion "gini" 19095 max_depth null 19095 max_features "auto" 19095 max_leaf_nodes null 19095 max_samples null 19095 min_impurity_decrease 0.0 19095 min_samples_leaf 1 19095 min_samples_split 2 19095 min_weight_fraction_leaf 0.0 19095 n_estimators 100 19095 n_jobs null 19095 oob_score false 19095 random_state 10880 19095 verbose 0 19095 warm_start false 19095 openml-python Sklearn_1.0.2. 1464 blood-transfusion-service-center https://www.openml.org/data/download/1586225/php0iVrYT -1 22103439 description https://api.openml.org/data/download/22103439/description.xml -1 22103440 predictions https://api.openml.org/data/download/22103440/predictions.arff area_under_roc_curve 0.6823869104654926 [0.682382,0.682402] average_cost 0 f_measure 0.7360268046548047 [0.846411,0.38255] kappa 0.23615859343781914 kb_relative_information_score 0.0936110370458228 mean_absolute_error 0.30253489561027047 mean_prior_absolute_error 0.3630445632798566 weighted_recall 0.7540106951871658 [0.889474,0.320225] number_of_instances 748 [570,178] precision 0.7282421914915358 [0.807325,0.475] predictive_accuracy 0.7540106951871658 prior_entropy 0.7916465694609683 relative_absolute_error 0.8333271620350869 root_mean_prior_squared_error 0.4258399633559147 root_mean_squared_error 0.4285308780668054 root_relative_squared_error 1.006319075104376 total_cost 0 unweighted_recall 0.6048492016558249 [0.889474,0.320225] area_under_roc_curve 0.7524366471734892 [0.752437,0.752437] area_under_roc_curve 0.7027290448343081 [0.702729,0.702729] area_under_roc_curve 0.6091617933723197 [0.609162,0.609162] area_under_roc_curve 0.6832358674463938 [0.683236,0.683236] area_under_roc_curve 0.804093567251462 [0.804094,0.804094] area_under_roc_curve 0.6198830409356724 [0.619883,0.619883] area_under_roc_curve 0.6803118908382066 [0.680312,0.680312] area_under_roc_curve 0.6296296296296298 [0.62963,0.62963] area_under_roc_curve 0.7332301341589267 [0.73323,0.73323] area_under_roc_curve 0.6150670794633643 [0.615067,0.615067] 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 0.7631850117096018 [0.868852,0.428571] f_measure 0.7133333333333334 [0.833333,0.333333] f_measure 0.7137127371273713 [0.845528,0.296296] f_measure 0.7108624708624709 [0.820513,0.363636] f_measure 0.8107609005414648 [0.892562,0.551724] f_measure 0.6534417344173442 [0.813008,0.148148] f_measure 0.7033017077798862 [0.823529,0.322581] f_measure 0.7420000000000001 [0.85,0.4] f_measure 0.8497453975714845 [0.904348,0.666667] f_measure 0.6879218201252099 [0.813559,0.266667] kappa 0.3103448275862068 kappa 0.17491749174917487 kappa 0.16225749559082905 kappa 0.18604651162790684 kappa 0.45193929173693087 kappa -0.01410934744268069 kappa 0.15185783521809348 kappa 0.25742574257425754 kappa 0.5711275026343519 kappa 0.08436445444319474 kb_relative_information_score 0.1520229941077774 kb_relative_information_score 0.10810338047846191 kb_relative_information_score 0.004489849652231917 kb_relative_information_score 0.06045312348084171 kb_relative_information_score 0.25215199589041104 kb_relative_information_score -0.01968516944200928 kb_relative_information_score 0.11846237870826033 kb_relative_information_score 0.042931113946474884 kb_relative_information_score 0.2545917395415669 kb_relative_information_score -0.036335277060174996 mean_absolute_error 0.285172092923714 mean_absolute_error 0.3047276739388334 mean_absolute_error 0.3243611462423876 mean_absolute_error 0.3097810587906208 mean_absolute_error 0.26487474611792355 mean_absolute_error 0.33663112944216567 mean_absolute_error 0.2923761934991666 mean_absolute_error 0.320772105934158 mean_absolute_error 0.25488337380811055 mean_absolute_error 0.33152055727039814 mean_prior_absolute_error 0.36410666666666686 mean_prior_absolute_error 0.36410666666666686 mean_prior_absolute_error 0.36410666666666686 mean_prior_absolute_error 0.36410666666666686 mean_prior_absolute_error 0.36410666666666686 mean_prior_absolute_error 0.36410666666666686 mean_prior_absolute_error 0.36410666666666686 mean_prior_absolute_error 0.36410666666666686 mean_prior_absolute_error 0.35873873873873896 mean_prior_absolute_error 0.35873873873873896 number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 74 [57,17] number_of_instances 74 [57,17] precision 0.7636923076923077 [0.815385,0.6] precision 0.7031746031746031 [0.793651,0.416667] precision 0.7054545454545454 [0.787879,0.444444] precision 0.7040000000000001 [0.8,0.4] precision 0.8157954545454545 [0.84375,0.727273] precision 0.629090909090909 [0.757576,0.222222] precision 0.6929528535980148 [0.790323,0.384615] precision 0.7352380952380952 [0.809524,0.5] precision 0.8485263280521902 [0.896552,0.6875] precision 0.6768003817184145 [0.786885,0.307692] predictive_accuracy 0.7866666666666667 predictive_accuracy 0.7333333333333333 predictive_accuracy 0.7466666666666667 predictive_accuracy 0.72 predictive_accuracy 0.8266666666666667 predictive_accuracy 0.6933333333333332 predictive_accuracy 0.72 predictive_accuracy 0.76 predictive_accuracy 0.8513513513513513 predictive_accuracy 0.7027027027027027 prior_entropy 0.7950473279640615 prior_entropy 0.7950473279640615 prior_entropy 0.7950473279640615 prior_entropy 0.7950473279640615 prior_entropy 0.7950473279640615 prior_entropy 0.7950473279640615 prior_entropy 0.7950473279640615 prior_entropy 0.7950473279640615 prior_entropy 0.7778597106646706 prior_entropy 0.7778597106646706 relative_absolute_error 0.7832103035476247 relative_absolute_error 0.8369186884946715 relative_absolute_error 0.8908409978093986 relative_absolute_error 0.8507975468469513 relative_absolute_error 0.7274646974822123 relative_absolute_error 0.9245398677370151 relative_absolute_error 0.8029959906414781 relative_absolute_error 0.8809838854936954 relative_absolute_error 0.7104986060447075 relative_absolute_error 0.9241281229787588 root_mean_prior_squared_error 0.4270852113779844 root_mean_prior_squared_error 0.4270852113779844 root_mean_prior_squared_error 0.4270852113779844 root_mean_prior_squared_error 0.4270852113779844 root_mean_prior_squared_error 0.4270852113779844 root_mean_prior_squared_error 0.4270852113779844 root_mean_prior_squared_error 0.4270852113779844 root_mean_prior_squared_error 0.4270852113779844 root_mean_prior_squared_error 0.4207539065176338 root_mean_prior_squared_error 0.4207539065176338 root_mean_squared_error 0.4077396542456815 root_mean_squared_error 0.41629238559098397 root_mean_squared_error 0.45961623759747483 root_mean_squared_error 0.441131262475522 root_mean_squared_error 0.37476871307542203 root_mean_squared_error 0.45094204333138244 root_mean_squared_error 0.442650719440084 root_mean_squared_error 0.4275672786903576 root_mean_squared_error 0.38258377333053617 root_mean_squared_error 0.47125776070076275 root_relative_squared_error 0.9547032849255427 root_relative_squared_error 0.9747291044047686 root_relative_squared_error 1.076169872786111 root_relative_squared_error 1.0328881701434198 root_relative_squared_error 0.8775033719061264 root_relative_squared_error 1.0558596535722329 root_relative_squared_error 1.0364459073913557 root_relative_squared_error 1.001128738011831 root_relative_squared_error 0.9092815714938635 root_relative_squared_error 1.1200318128977667 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 unweighted_recall 0.631578947368421 [0.929825,0.333333] unweighted_recall 0.577485380116959 [0.877193,0.277778] unweighted_recall 0.567251461988304 [0.912281,0.222222] unweighted_recall 0.587719298245614 [0.842105,0.333333] unweighted_recall 0.695906432748538 [0.947368,0.444444] unweighted_recall 0.4941520467836257 [0.877193,0.111111] unweighted_recall 0.5687134502923976 [0.859649,0.277778] unweighted_recall 0.6140350877192983 [0.894737,0.333333] unweighted_recall 0.7796697626418989 [0.912281,0.647059] unweighted_recall 0.5386996904024768 [0.842105,0.235294] usercpu_time_millis 234.375 usercpu_time_millis 203.125 usercpu_time_millis 203.125 usercpu_time_millis 218.75 usercpu_time_millis 218.75 usercpu_time_millis 203.125 usercpu_time_millis 203.125 usercpu_time_millis 203.125 usercpu_time_millis 234.375 usercpu_time_millis 203.125 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_training 234.375 usercpu_time_millis_training 187.5 usercpu_time_millis_training 187.5 usercpu_time_millis_training 203.125 usercpu_time_millis_training 203.125 usercpu_time_millis_training 187.5 usercpu_time_millis_training 187.5 usercpu_time_millis_training 187.5 usercpu_time_millis_training 218.75 usercpu_time_millis_training 187.5 wall_clock_time_millis 243.87049674987793 wall_clock_time_millis 210.8778953552246 wall_clock_time_millis 203.88174057006836 wall_clock_time_millis 205.86109161376953 wall_clock_time_millis 222.8708267211914 wall_clock_time_millis 206.8772315979004 wall_clock_time_millis 213.87791633605957 wall_clock_time_millis 209.9020481109619 wall_clock_time_millis 240.84067344665527 wall_clock_time_millis 212.8775119781494 wall_clock_time_millis_testing 13.9923095703125 wall_clock_time_millis_testing 14.990091323852539 wall_clock_time_millis_testing 14.990806579589844 wall_clock_time_millis_testing 14.99032974243164 wall_clock_time_millis_testing 14.99032974243164 wall_clock_time_millis_testing 13.991594314575195 wall_clock_time_millis_testing 14.99032974243164 wall_clock_time_millis_testing 13.990640640258789 wall_clock_time_millis_testing 14.99032974243164 wall_clock_time_millis_testing 13.9923095703125 wall_clock_time_millis_training 229.87818717956543 wall_clock_time_millis_training 195.88780403137207 wall_clock_time_millis_training 188.89093399047852 wall_clock_time_millis_training 190.8707618713379 wall_clock_time_millis_training 207.88049697875977 wall_clock_time_millis_training 192.8856372833252 wall_clock_time_millis_training 198.88758659362793 wall_clock_time_millis_training 195.91140747070312 wall_clock_time_millis_training 225.85034370422363 wall_clock_time_millis_training 198.8852024078369 weighted_recall 0.7866666666666666 [0.929825,0.333333] weighted_recall 0.7333333333333333 [0.877193,0.277778] weighted_recall 0.7466666666666667 [0.912281,0.222222] weighted_recall 0.72 [0.842105,0.333333] weighted_recall 0.8266666666666667 [0.947368,0.444444] weighted_recall 0.6933333333333334 [0.877193,0.111111] weighted_recall 0.72 [0.859649,0.277778] weighted_recall 0.76 [0.894737,0.333333] weighted_recall 0.8513513513513513 [0.912281,0.647059] weighted_recall 0.7027027027027027 [0.842105,0.235294]