10045054 7564 KANKAN LAN 3974 Supervised Classification predictive_accuracy 8908 sklearn.neighbors.classification.KNeighborsClassifier(33) 7892325 algorithm "auto" 8908 leaf_size 30 8908 metric "minkowski" 8908 metric_params null 8908 n_jobs 1 8908 n_neighbors 5 8908 p 2 8908 weights "uniform" 8908 openml-python Sklearn_0.19.0. 1140 AP_Ovary_Lung https://www.openml.org/data/download/54023/AP_Ovary_Lung.arff -1 21010640 description https://api.openml.org/data/download/21010640/description.xml -1 21010639 predictions https://api.openml.org/data/download/21010639/predictions.arff area_under_roc_curve 0.9488936988936988 [0.948894,0.948894] average_cost 0 f_measure 0.8969967911666717 [0.919315,0.861925] kappa 0.7816176470588235 kb_relative_information_score 244.60833402687587 mean_absolute_error 0.11790123456790126 mean_prior_absolute_error 0.47546012269938587 number_of_instances 324 [198,126] precision 0.8989710467083281 [0.890995,0.911504] predictive_accuracy 0.8981481481481481 prior_entropy 0.964521851445031 recall 0.8981481481481481 [0.949495,0.81746] relative_absolute_error 0.2479729191557153 root_mean_prior_squared_error 0.48749849810276596 root_mean_squared_error 0.26965913554470206 root_relative_squared_error 0.5531486488556467 total_cost 0 area_under_roc_curve 0.9442307692307692 [0.944231,0.944231] area_under_roc_curve 0.9442307692307692 [0.944231,0.944231] area_under_roc_curve 0.9884615384615384 [0.988462,0.988462] area_under_roc_curve 0.948076923076923 [0.948077,0.948077] area_under_roc_curve 0.9583333333333334 [0.958333,0.958333] area_under_roc_curve 0.9854166666666668 [0.985417,0.985417] area_under_roc_curve 0.925 [0.925,0.925] area_under_roc_curve 0.8791666666666667 [0.879167,0.879167] area_under_roc_curve 0.9412955465587044 [0.941296,0.941296] area_under_roc_curve 0.9838056680161942 [0.983806,0.983806] 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 0.9383116883116883 [0.952381,0.916667] f_measure 0.908381374722838 [0.926829,0.88] f_measure 0.908381374722838 [0.926829,0.88] f_measure 0.9096089096089097 [0.923077,0.888889] f_measure 0.875 [0.9,0.833333] f_measure 0.9361471861471862 [0.952381,0.909091] f_measure 0.8681818181818182 [0.909091,0.8] f_measure 0.8084415584415585 [0.857143,0.727273] f_measure 0.9055769230769231 [0.923077,0.88] f_measure 0.9055769230769231 [0.923077,0.88] kappa 0.8695652173913044 kappa 0.8070175438596491 kappa 0.8070175438596491 kappa 0.812144212523719 kappa 0.7333333333333333 kappa 0.8620689655172413 kappa 0.7142857142857143 kappa 0.5862068965517241 kappa 0.8032786885245902 kappa 0.8032786885245902 kb_relative_information_score 25.92315024380978 kb_relative_information_score 25.664181415507127 kb_relative_information_score 26.52478918433485 kb_relative_information_score 25.54016553302834 kb_relative_information_score 22.52230725591284 kb_relative_information_score 24.623355170119723 kb_relative_information_score 21.995469110246127 kb_relative_information_score 20.87904484734575 kb_relative_information_score 25.245913285771724 kb_relative_information_score 25.689957980798546 mean_absolute_error 0.10909090909090911 mean_absolute_error 0.1090909090909091 mean_absolute_error 0.09696969696969697 mean_absolute_error 0.10909090909090911 mean_absolute_error 0.1375 mean_absolute_error 0.1125 mean_absolute_error 0.14375 mean_absolute_error 0.15625 mean_absolute_error 0.10624999999999998 mean_absolute_error 0.10000000000000002 mean_prior_absolute_error 0.47657557166759623 mean_prior_absolute_error 0.47657557166759623 mean_prior_absolute_error 0.47657557166759623 mean_prior_absolute_error 0.47657557166759623 mean_prior_absolute_error 0.4723926380368098 mean_prior_absolute_error 0.4723926380368098 mean_prior_absolute_error 0.4723926380368098 mean_prior_absolute_error 0.4723926380368098 mean_prior_absolute_error 0.47929447852760737 mean_prior_absolute_error 0.47929447852760737 number_of_instances 33 [20,13] number_of_instances 33 [20,13] number_of_instances 33 [20,13] number_of_instances 33 [20,13] number_of_instances 32 [20,12] number_of_instances 32 [20,12] number_of_instances 32 [20,12] number_of_instances 32 [20,12] number_of_instances 32 [19,13] number_of_instances 32 [19,13] precision 0.9449035812672175 [0.909091,1] precision 0.9094516594516594 [0.904762,0.916667] precision 0.9094516594516594 [0.904762,0.916667] precision 0.9118250170881749 [0.947368,0.857143] precision 0.875 [0.9,0.833333] precision 0.9431818181818181 [0.909091,1] precision 0.8958333333333334 [0.833333,1] precision 0.8113636363636364 [0.818182,0.8] precision 0.9067708333333333 [0.9,0.916667] precision 0.9067708333333333 [0.9,0.916667] predictive_accuracy 0.9393939393939393 predictive_accuracy 0.9090909090909091 predictive_accuracy 0.9090909090909091 predictive_accuracy 0.9090909090909091 predictive_accuracy 0.875 predictive_accuracy 0.9375 predictive_accuracy 0.875 predictive_accuracy 0.8125 predictive_accuracy 0.90625 predictive_accuracy 0.90625 prior_entropy 0.964521851445031 prior_entropy 0.964521851445031 prior_entropy 0.964521851445031 prior_entropy 0.964521851445031 prior_entropy 0.964521851445031 prior_entropy 0.964521851445031 prior_entropy 0.964521851445031 prior_entropy 0.964521851445031 prior_entropy 0.964521851445031 prior_entropy 0.964521851445031 recall 0.9393939393939394 [1,0.846154] recall 0.9090909090909091 [0.95,0.846154] recall 0.9090909090909091 [0.95,0.846154] recall 0.9090909090909091 [0.9,0.923077] recall 0.875 [0.9,0.833333] recall 0.9375 [1,0.833333] recall 0.875 [1,0.666667] recall 0.8125 [0.9,0.666667] recall 0.90625 [0.947368,0.846154] recall 0.90625 [0.947368,0.846154] relative_absolute_error 0.22890579286132243 relative_absolute_error 0.2289057928613224 relative_absolute_error 0.20347181587673102 relative_absolute_error 0.22890579286132243 relative_absolute_error 0.2910714285714286 relative_absolute_error 0.23814935064935064 relative_absolute_error 0.304301948051948 relative_absolute_error 0.33076298701298706 relative_absolute_error 0.22167999999999996 relative_absolute_error 0.20864000000000005 root_mean_prior_squared_error 0.48864121256875365 root_mean_prior_squared_error 0.48864121256875365 root_mean_prior_squared_error 0.48864121256875365 root_mean_prior_squared_error 0.48864121256875365 root_mean_prior_squared_error 0.4843421321647287 root_mean_prior_squared_error 0.4843421321647287 root_mean_prior_squared_error 0.4843421321647287 root_mean_prior_squared_error 0.4843421321647287 root_mean_prior_squared_error 0.49141544692924854 root_mean_prior_squared_error 0.49141544692924854 root_mean_squared_error 0.25584085962673253 root_mean_squared_error 0.2651471861118468 root_mean_squared_error 0.2088931871468374 root_mean_squared_error 0.2785242495291166 root_mean_squared_error 0.28284271247461906 root_mean_squared_error 0.22360679774997896 root_mean_squared_error 0.31819805153394637 root_mean_squared_error 0.3335416016031583 root_mean_squared_error 0.2761340254296815 root_mean_squared_error 0.22912878474779202 root_relative_squared_error 0.5235760984665917 root_relative_squared_error 0.5426214148372506 root_relative_squared_error 0.42749809425345053 root_relative_squared_error 0.5699974590046007 root_relative_squared_error 0.5839729680556097 root_relative_squared_error 0.4616711677561193 root_relative_squared_error 0.6569695890625609 root_relative_squared_error 0.6886487452834644 root_relative_squared_error 0.5619156401272789 root_relative_squared_error 0.4662628864834621 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 usercpu_time_millis 375 usercpu_time_millis 359.375 usercpu_time_millis 375 usercpu_time_millis 375 usercpu_time_millis 359.375 usercpu_time_millis 359.375 usercpu_time_millis 375 usercpu_time_millis 375 usercpu_time_millis 359.375 usercpu_time_millis 375 usercpu_time_millis_testing 296.875 usercpu_time_millis_testing 296.875 usercpu_time_millis_testing 296.875 usercpu_time_millis_testing 296.875 usercpu_time_millis_testing 281.25 usercpu_time_millis_testing 296.875 usercpu_time_millis_testing 296.875 usercpu_time_millis_testing 296.875 usercpu_time_millis_testing 281.25 usercpu_time_millis_testing 296.875 usercpu_time_millis_training 78.125 usercpu_time_millis_training 62.5 usercpu_time_millis_training 78.125 usercpu_time_millis_training 78.125 usercpu_time_millis_training 78.125 usercpu_time_millis_training 62.5 usercpu_time_millis_training 78.125 usercpu_time_millis_training 78.125 usercpu_time_millis_training 78.125 usercpu_time_millis_training 78.125