1852463 2505 Mingpeiyu Zhang 145677 Supervised Classification area_under_roc_curve 5503 sklearn.neighbors.classification.KNeighborsClassifier(7) 29305 algorithm auto 5503 leaf_size 30 5503 metric minkowski 5503 metric_params None 5503 n_jobs 1 5503 n_neighbors 12 5503 p 2 5503 weights uniform 5503 Mon_Mar_13_20.54.27_2017 NumPy_1.11.3. Python_3.6.0. run_task SciPy_0.18.1. sklearn.neighbors.classification.KNeighborsClassifier Sklearn_0.18.1. 4134 Bioresponse https://www.openml.org/data/download/1681097/phpSSK7iA -1 4653944 description https://api.openml.org/data/download/4653944/description.xml -1 4653943 predictions https://api.openml.org/data/download/4653943/predictions.arff area_under_roc_curve 0.805814 [0.805814,0.805814] average_cost 0 f_measure 0.72822 [0.705202,0.74765] kappa 0.452878 kb_relative_information_score 1260.241935 mean_absolute_error 0.340465 mean_prior_absolute_error 0.496431 number_of_instances 3751 [1717,2034] precision 0.728437 [0.699943,0.75249] predictive_accuracy 0.728073 prior_entropy 0.994847 recall 0.728073 [0.710542,0.742871] relative_absolute_error 0.685825 root_mean_prior_squared_error 0.498211 root_mean_squared_error 0.423568 root_relative_squared_error 0.850177 total_cost 0 area_under_roc_curve 0.795585 [0.795585,0.795585] area_under_roc_curve 0.781576 [0.781576,0.781576] area_under_roc_curve 0.803543 [0.803543,0.803543] area_under_roc_curve 0.814483 [0.814483,0.814483] area_under_roc_curve 0.818722 [0.818722,0.818722] area_under_roc_curve 0.810058 [0.810058,0.810058] area_under_roc_curve 0.800664 [0.800664,0.800664] area_under_roc_curve 0.804008 [0.804008,0.804008] area_under_roc_curve 0.840729 [0.840729,0.840729] area_under_roc_curve 0.794204 [0.794204,0.794204] 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 0.728723 [0.703488,0.75] f_measure 0.706528 [0.678363,0.730392] f_measure 0.722667 [0.697674,0.743842] f_measure 0.707143 [0.691011,0.720812] f_measure 0.741489 [0.720461,0.759305] f_measure 0.720168 [0.697406,0.739454] f_measure 0.725132 [0.697947,0.748166] f_measure 0.720432 [0.700855,0.736842] f_measure 0.770857 [0.751445,0.787129] f_measure 0.738667 [0.71345,0.759804] kappa 0.453488 kappa 0.408772 kappa 0.441517 kappa 0.412427 kappa 0.4798 kappa 0.436897 kappa 0.446149 kappa 0.438022 kappa 0.538627 kappa 0.473254 kb_relative_information_score 117.849684 kb_relative_information_score 114.275705 kb_relative_information_score 123.222838 kb_relative_information_score 134.077767 kb_relative_information_score 128.16745 kb_relative_information_score 128.267191 kb_relative_information_score 128.367917 kb_relative_information_score 119.856999 kb_relative_information_score 144.877362 kb_relative_information_score 121.279023 mean_absolute_error 0.351285 mean_absolute_error 0.354 mean_absolute_error 0.344667 mean_absolute_error 0.328222 mean_absolute_error 0.337778 mean_absolute_error 0.337556 mean_absolute_error 0.336444 mean_absolute_error 0.348889 mean_absolute_error 0.318 mean_absolute_error 0.347778 mean_prior_absolute_error 0.496406 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496284 mean_prior_absolute_error 0.496284 mean_prior_absolute_error 0.496284 number_of_instances 376 [172,204] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [171,204] number_of_instances 375 [171,204] number_of_instances 375 [171,204] precision 0.728723 [0.703488,0.75] precision 0.706429 [0.682353,0.726829] precision 0.722667 [0.697674,0.743842] precision 0.709066 [0.668478,0.743455] precision 0.741739 [0.714286,0.765] precision 0.720429 [0.691429,0.745] precision 0.725025 [0.704142,0.742718] precision 0.721692 [0.683333,0.753846] precision 0.771223 [0.742857,0.795] precision 0.738667 [0.71345,0.759804] predictive_accuracy 0.728723 predictive_accuracy 0.706667 predictive_accuracy 0.722667 predictive_accuracy 0.706667 predictive_accuracy 0.741333 predictive_accuracy 0.72 predictive_accuracy 0.725333 predictive_accuracy 0.72 predictive_accuracy 0.770667 predictive_accuracy 0.738667 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 recall 0.728723 [0.703488,0.75] recall 0.706667 [0.674419,0.73399] recall 0.722667 [0.697674,0.743842] recall 0.706667 [0.715116,0.699507] recall 0.741333 [0.726744,0.753695] recall 0.72 [0.703488,0.73399] recall 0.725333 [0.69186,0.753695] recall 0.72 [0.719298,0.720588] recall 0.770667 [0.760234,0.779412] recall 0.738667 [0.71345,0.759804] relative_absolute_error 0.707658 relative_absolute_error 0.712978 relative_absolute_error 0.69418 relative_absolute_error 0.66106 relative_absolute_error 0.680306 relative_absolute_error 0.679858 relative_absolute_error 0.67762 relative_absolute_error 0.703003 relative_absolute_error 0.640763 relative_absolute_error 0.700764 root_mean_prior_squared_error 0.498186 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498063 root_mean_prior_squared_error 0.498063 root_mean_prior_squared_error 0.498063 root_mean_squared_error 0.429092 root_mean_squared_error 0.438959 root_mean_squared_error 0.424242 root_mean_squared_error 0.419016 root_mean_squared_error 0.414595 root_mean_squared_error 0.421527 root_mean_squared_error 0.430202 root_mean_squared_error 0.423915 root_mean_squared_error 0.401963 root_mean_squared_error 0.431041 root_relative_squared_error 0.861309 root_relative_squared_error 0.880932 root_relative_squared_error 0.851397 root_relative_squared_error 0.840908 root_relative_squared_error 0.832036 root_relative_squared_error 0.845949 root_relative_squared_error 0.863358 root_relative_squared_error 0.851126 root_relative_squared_error 0.807051 root_relative_squared_error 0.865434 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