10591685 32649 Husam Abdulnabi 3954 Supervised Classification 19152 sklearn.ensemble._forest.RandomForestClassifier(17) 8304459 Python_3.9.13. Sklearn_1.1.2. NumPy_1.23.3. SciPy_1.9.1. bootstrap true 19152 ccp_alpha 0.0 19152 class_weight null 19152 criterion "gini" 19152 max_depth null 19152 max_features "sqrt" 19152 max_leaf_nodes null 19152 max_samples null 19152 min_impurity_decrease 0.0 19152 min_samples_leaf 1 19152 min_samples_split 2 19152 min_weight_fraction_leaf 0.0 19152 n_estimators 100 19152 n_jobs null 19152 oob_score false 19152 random_state 12785 19152 verbose 0 19152 warm_start false 19152 openml-python Sklearn_1.1.2. 1120 MagicTelescope https://www.openml.org/data/download/54003/MagicTelescope.arff -1 22111019 description https://api.openml.org/data/download/22111019/description.xml -1 22111020 predictions https://api.openml.org/data/download/22111020/predictions.arff area_under_roc_curve 0.9364143926913605 [0.936414,0.936414] average_cost 0 f_measure 0.8797153393262391 [0.911639,0.820852] kappa 0.7330389792339167 kb_relative_information_score 0.5968894029968976 mean_absolute_error 0.19448317560463443 mean_prior_absolute_error 0.45597723417494307 weighted_recall 0.8816508937960043 [0.941615,0.771083] number_of_instances 19020 [12332,6688] precision 0.881394050642239 [0.883512,0.877489] predictive_accuracy 0.8816508937960041 prior_entropy 0.9355152453166837 relative_absolute_error 0.42651948612420815 root_mean_prior_squared_error 0.47747911240123586 root_mean_squared_error 0.2993975637119942 root_relative_squared_error 0.6270380335724594 total_cost 0 unweighted_recall 0.8563489228241925 [0.941615,0.771083] area_under_roc_curve 0.9349512077951067 [0.934951,0.934951] area_under_roc_curve 0.9410829879948369 [0.941083,0.941083] area_under_roc_curve 0.9355382681296727 [0.935538,0.935538] area_under_roc_curve 0.943474602880187 [0.943475,0.943475] area_under_roc_curve 0.9295804101702434 [0.92958,0.92958] area_under_roc_curve 0.9439655851720924 [0.943966,0.943966] area_under_roc_curve 0.9308599948840858 [0.93086,0.93086] area_under_roc_curve 0.9334531087665191 [0.933453,0.933453] area_under_roc_curve 0.9423635281381344 [0.942364,0.942364] area_under_roc_curve 0.9293809864985931 [0.929381,0.929381] 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 0.8797654969349773 [0.91173,0.820717] f_measure 0.8829854604103929 [0.912975,0.827586] f_measure 0.8751643200158995 [0.909938,0.811075] f_measure 0.8890517224120018 [0.916965,0.837607] f_measure 0.8742765586050937 [0.908949,0.810373] f_measure 0.8870968725988564 [0.917352,0.831335] f_measure 0.8697895312374755 [0.905041,0.804819] f_measure 0.8755552784880408 [0.908448,0.814932] f_measure 0.8882131446937371 [0.916996,0.835165] f_measure 0.8749352108783395 [0.908163,0.813694] kappa 0.7329948377130207 kappa 0.7408501087532763 kappa 0.7220758902421972 kappa 0.7547683822849001 kappa 0.7202761866333814 kappa 0.7492812456659208 kappa 0.7106458265249778 kappa 0.7239181708424755 kappa 0.7524754315970299 kappa 0.722440701812154 kb_relative_information_score 0.5929832596077536 kb_relative_information_score 0.6040960889409803 kb_relative_information_score 0.5923139090583764 kb_relative_information_score 0.6071896874335407 kb_relative_information_score 0.5918978925836685 kb_relative_information_score 0.5993783065585528 kb_relative_information_score 0.5845948843396823 kb_relative_information_score 0.5923968799027383 kb_relative_information_score 0.6150125839730108 kb_relative_information_score 0.5890321746697834 mean_absolute_error 0.19583596214510984 mean_absolute_error 0.1906624605678231 mean_absolute_error 0.1965247108307045 mean_absolute_error 0.19104626708727657 mean_absolute_error 0.19656151419558315 mean_absolute_error 0.19500525762355428 mean_absolute_error 0.19915352260778096 mean_absolute_error 0.1955993690851733 mean_absolute_error 0.18664037854889576 mean_absolute_error 0.19780231335436366 mean_prior_absolute_error 0.455852435405734 mean_prior_absolute_error 0.455852435405734 mean_prior_absolute_error 0.45600843386719786 mean_prior_absolute_error 0.45600843386719786 mean_prior_absolute_error 0.45600843386719786 mean_prior_absolute_error 0.45600843386719786 mean_prior_absolute_error 0.45600843386719786 mean_prior_absolute_error 0.45600843386719786 mean_prior_absolute_error 0.45600843386719786 mean_prior_absolute_error 0.45600843386719786 number_of_instances 1902 [1234,668] number_of_instances 1902 [1234,668] number_of_instances 1902 [1233,669] number_of_instances 1902 [1233,669] number_of_instances 1902 [1233,669] number_of_instances 1902 [1233,669] number_of_instances 1902 [1233,669] number_of_instances 1902 [1233,669] number_of_instances 1902 [1233,669] number_of_instances 1902 [1233,669] precision 0.8814348425584888 [0.88365,0.877342] precision 0.8835945122950039 [0.891808,0.868421] precision 0.8790759090407854 [0.872673,0.890877] precision 0.8894028043775715 [0.898754,0.872168] precision 0.8775926641143906 [0.873598,0.884956] precision 0.889354581129517 [0.887121,0.893471] precision 0.8720680496476679 [0.873303,0.869792] precision 0.8770153118777083 [0.881098,0.869492] precision 0.8890840703644688 [0.894372,0.879339] precision 0.8765698088450393 [0.879848,0.870528] predictive_accuracy 0.8817034700315457 predictive_accuracy 0.8843322818086224 predictive_accuracy 0.8780231335436384 predictive_accuracy 0.8901156677181913 predictive_accuracy 0.8769716088328076 predictive_accuracy 0.8890641430073607 predictive_accuracy 0.8722397476340694 predictive_accuracy 0.8774973711882229 predictive_accuracy 0.8895899053627759 predictive_accuracy 0.8769716088328076 prior_entropy 0.9351439892378896 prior_entropy 0.9351439892378896 prior_entropy 0.9356080593363955 prior_entropy 0.9356080593363955 prior_entropy 0.9356080593363955 prior_entropy 0.9356080593363955 prior_entropy 0.9356080593363955 prior_entropy 0.9356080593363955 prior_entropy 0.9356080593363955 prior_entropy 0.9356080593363955 relative_absolute_error 0.4296038518930034 relative_absolute_error 0.41825478106335645 relative_absolute_error 0.4309672721709745 relative_absolute_error 0.41895336335580685 relative_absolute_error 0.4310479798117665 relative_absolute_error 0.4276351995725262 relative_absolute_error 0.4367321036561791 relative_absolute_error 0.42893805148818187 relative_absolute_error 0.4092915057866025 relative_absolute_error 0.43376898027278393 root_mean_prior_squared_error 0.4773484094561718 root_mean_prior_squared_error 0.4773484094561718 root_mean_prior_squared_error 0.4775117825476151 root_mean_prior_squared_error 0.4775117825476151 root_mean_prior_squared_error 0.4775117825476151 root_mean_prior_squared_error 0.4775117825476151 root_mean_prior_squared_error 0.4775117825476151 root_mean_prior_squared_error 0.4775117825476151 root_mean_prior_squared_error 0.4775117825476151 root_mean_prior_squared_error 0.4775117825476151 root_mean_squared_error 0.3005263521358417 root_mean_squared_error 0.29486812893141984 root_mean_squared_error 0.30060008332440186 root_mean_squared_error 0.29161169678781784 root_mean_squared_error 0.3045002456146635 root_mean_squared_error 0.29435255726858817 root_mean_squared_error 0.30667349578644065 root_mean_squared_error 0.303565302273629 root_mean_squared_error 0.29115898432561343 root_mean_squared_error 0.3055977920653997 root_relative_squared_error 0.6295744286195947 root_relative_squared_error 0.6177209834371375 root_relative_squared_error 0.6295134367588668 root_relative_squared_error 0.6106900550851638 root_relative_squared_error 0.6376811143593095 root_relative_squared_error 0.616429935400048 root_relative_squared_error 0.64223231131655 root_relative_squared_error 0.635723166146919 root_relative_squared_error 0.6097419895530651 root_relative_squared_error 0.6399795842418339 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 0.856305622143072 [0.941653,0.770958] unweighted_recall 0.8627946699793283 [0.93517,0.790419] unweighted_recall 0.8474608941696762 [0.950527,0.744395] unweighted_recall 0.8708043744703756 [0.935929,0.80568] unweighted_recall 0.8473336024643674 [0.947283,0.747384] unweighted_recall 0.8634978305856509 [0.949716,0.77728] unweighted_recall 0.8440258365792719 [0.939173,0.748879] unweighted_recall 0.8521834164366324 [0.937551,0.766816] unweighted_recall 0.8680057754065151 [0.940795,0.795217] unweighted_recall 0.8510941631297757 [0.938362,0.763827] usercpu_time_millis 3555.774 usercpu_time_millis 3550.8653 usercpu_time_millis 3488.010900000001 usercpu_time_millis 3477.8663000000006 usercpu_time_millis 3498.3100000000018 usercpu_time_millis 3493.7266000000022 usercpu_time_millis 3476.840299999999 usercpu_time_millis 3506.2087999999994 usercpu_time_millis 3524.7848000000026 usercpu_time_millis 3502.3490999999963 usercpu_time_millis_testing 26.294299999999993 usercpu_time_millis_testing 25.240399999999497 usercpu_time_millis_testing 26.61990000000003 usercpu_time_millis_testing 26.234300000000488 usercpu_time_millis_testing 25.476799999999855 usercpu_time_millis_testing 25.20110000000031 usercpu_time_millis_testing 25.535500000000155 usercpu_time_millis_testing 24.94439999999898 usercpu_time_millis_testing 25.62650000000133 usercpu_time_millis_testing 25.555499999995845 usercpu_time_millis_training 3529.4797 usercpu_time_millis_training 3525.6249000000003 usercpu_time_millis_training 3461.391000000001 usercpu_time_millis_training 3451.632 usercpu_time_millis_training 3472.833200000002 usercpu_time_millis_training 3468.525500000002 usercpu_time_millis_training 3451.304799999999 usercpu_time_millis_training 3481.2644000000005 usercpu_time_millis_training 3499.1583000000014 usercpu_time_millis_training 3476.7936000000004 wall_clock_time_millis 3554.6188354492188 wall_clock_time_millis 3550.853490829468 wall_clock_time_millis 3487.9658222198486 wall_clock_time_millis 3477.830648422241 wall_clock_time_millis 3498.2993602752686 wall_clock_time_millis 3493.666648864746 wall_clock_time_millis 3476.7963886260986 wall_clock_time_millis 3506.1869621276855 wall_clock_time_millis 3524.7368812561035 wall_clock_time_millis 3502.281427383423 wall_clock_time_millis_testing 26.311874389648438 wall_clock_time_millis_testing 25.245189666748047 wall_clock_time_millis_testing 26.625633239746094 wall_clock_time_millis_testing 26.24058723449707 wall_clock_time_millis_testing 25.53725242614746 wall_clock_time_millis_testing 25.206565856933594 wall_clock_time_millis_testing 25.541067123413086 wall_clock_time_millis_testing 24.94955062866211 wall_clock_time_millis_testing 25.631189346313477 wall_clock_time_millis_testing 25.56133270263672 wall_clock_time_millis_training 3528.3069610595703 wall_clock_time_millis_training 3525.6083011627197 wall_clock_time_millis_training 3461.3401889801025 wall_clock_time_millis_training 3451.590061187744 wall_clock_time_millis_training 3472.762107849121 wall_clock_time_millis_training 3468.4600830078125 wall_clock_time_millis_training 3451.2553215026855 wall_clock_time_millis_training 3481.2374114990234 wall_clock_time_millis_training 3499.10569190979 wall_clock_time_millis_training 3476.720094680786 weighted_recall 0.8817034700315457 [0.941653,0.770958] weighted_recall 0.8843322818086226 [0.93517,0.790419] weighted_recall 0.8780231335436383 [0.950527,0.744395] weighted_recall 0.8901156677181914 [0.935929,0.80568] weighted_recall 0.8769716088328076 [0.947283,0.747384] weighted_recall 0.8890641430073607 [0.949716,0.77728] weighted_recall 0.8722397476340694 [0.939173,0.748879] weighted_recall 0.8774973711882229 [0.937551,0.766816] weighted_recall 0.889589905362776 [0.940795,0.795217] weighted_recall 0.8769716088328076 [0.938362,0.763827]