OpenML
Supervised Classification on cjs

Supervised Classification on cjs

Task 14967 Supervised Classification cjs 10700 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • OpenML100 study_107 study_123 study_14
Issue #Downvotes for this reason By


Metric:

10700 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9542, kappa: 0.9391, kb_relative_information_score: 2566.6648, mean_absolute_error: 0.0275, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9666, predictive_accuracy: 0.9499, prior_entropy: 2.5207, recall: 0.9499, relative_absolute_error: 0.1008, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1085, root_relative_squared_error: 0.2936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, kb_relative_information_score: 0.5399, mean_absolute_error: 0.2729, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3694, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9737, f_measure: 0.8289, kappa: 0.7891, kb_relative_information_score: 1944.772, mean_absolute_error: 0.1073, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8365, predictive_accuracy: 0.8269, prior_entropy: 2.5207, recall: 0.8269, relative_absolute_error: 0.3931, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.5644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9084, f_measure: 0.3444, kappa: 0.2615, kb_relative_information_score: 288.2833, mean_absolute_error: 0.2598, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.5496, predictive_accuracy: 0.4313, prior_entropy: 2.5207, recall: 0.4313, relative_absolute_error: 0.9521, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3535, root_relative_squared_error: 0.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9235, kappa: 0.9053, kb_relative_information_score: 2447.0256, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9267, predictive_accuracy: 0.9224, prior_entropy: 2.5207, recall: 0.9224, relative_absolute_error: 0.162, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.3637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9826, kappa: 0.9786, kb_relative_information_score: 2631.5562, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9829, predictive_accuracy: 0.9825, prior_entropy: 2.5207, recall: 0.9825, relative_absolute_error: 0.0906, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0819, root_relative_squared_error: 0.2218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6182, kappa: 0.0572, kb_relative_information_score: 155.0744, mean_absolute_error: 0.2682, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2732, prior_entropy: 2.5207, recall: 0.2732, relative_absolute_error: 0.9829, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3659, root_relative_squared_error: 0.9906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9789, kappa: 0.9742, kb_relative_information_score: 122.5479, mean_absolute_error: 0.2772, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9794, predictive_accuracy: 0.9789, prior_entropy: 2.5207, recall: 0.9789, relative_absolute_error: 1.0159, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3719, root_relative_squared_error: 1.0069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9554, f_measure: 0.8438, kappa: 0.8116, kb_relative_information_score: 1801.2768, mean_absolute_error: 0.1343, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8448, predictive_accuracy: 0.8459, prior_entropy: 2.5207, recall: 0.8459, relative_absolute_error: 0.4921, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2235, root_relative_squared_error: 0.6052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.6969, kappa: 0.6415, kb_relative_information_score: 1107.2134, mean_absolute_error: 0.2052, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7038, predictive_accuracy: 0.7107, prior_entropy: 2.5207, recall: 0.7107, relative_absolute_error: 0.7521, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2968, root_relative_squared_error: 0.8035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9971, kappa: 0.9965, kb_relative_information_score: 2705.9508, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 2.5207, recall: 0.9971, relative_absolute_error: 0.0629, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0423, root_relative_squared_error: 0.1145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, kb_relative_information_score: 0.5399, mean_absolute_error: 0.2729, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3694, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5966, kappa: 0.036, kb_relative_information_score: 119.1784, mean_absolute_error: 0.2694, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.26, prior_entropy: 2.5207, recall: 0.26, relative_absolute_error: 0.9872, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3668, root_relative_squared_error: 0.9929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9776, kappa: 0.9721, kb_relative_information_score: 2711.2157, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9796, predictive_accuracy: 0.9771, prior_entropy: 2.5207, recall: 0.9771, relative_absolute_error: 0.0405, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0751, root_relative_squared_error: 0.2033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.985, kappa: 0.9817, kb_relative_information_score: 2699.1622, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.985, predictive_accuracy: 0.985, prior_entropy: 2.5207, recall: 0.985, relative_absolute_error: 0.0507, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0688, root_relative_squared_error: 0.1863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.8834, kappa: 0.856, kb_relative_information_score: 2130.258, mean_absolute_error: 0.0859, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8865, predictive_accuracy: 0.882, prior_entropy: 2.5207, recall: 0.882, relative_absolute_error: 0.3149, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1824, root_relative_squared_error: 0.4938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9812, kappa: 0.9769, kb_relative_information_score: 2567.5281, mean_absolute_error: 0.0349, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9817, predictive_accuracy: 0.981, prior_entropy: 2.5207, recall: 0.981, relative_absolute_error: 0.128, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0941, root_relative_squared_error: 0.2548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9736, kappa: 0.9677, kb_relative_information_score: 2576.8851, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9741, predictive_accuracy: 0.9735, prior_entropy: 2.5207, recall: 0.9735, relative_absolute_error: 0.1173, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0981, root_relative_squared_error: 0.2655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9875, kappa: 0.9847, kb_relative_information_score: 2698.1858, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9876, predictive_accuracy: 0.9875, prior_entropy: 2.5207, recall: 0.9875, relative_absolute_error: 0.0522, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0677, root_relative_squared_error: 0.1834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, kb_relative_information_score: 0.5399, mean_absolute_error: 0.2729, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3694, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, kb_relative_information_score: 0.5399, mean_absolute_error: 0.2729, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3694, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9746, kappa: 0.969, kb_relative_information_score: 2628.7092, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9747, predictive_accuracy: 0.9746, prior_entropy: 2.5207, recall: 0.9746, relative_absolute_error: 0.0866, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0888, root_relative_squared_error: 0.2404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1435.3706, mean_absolute_error: 0.1902, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, relative_absolute_error: 0.6972, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.256, root_relative_squared_error: 0.6931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6239, kappa: 0.0767, kb_relative_information_score: 166.025, mean_absolute_error: 0.2675, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2868, prior_entropy: 2.5207, recall: 0.2868, relative_absolute_error: 0.9803, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3654, root_relative_squared_error: 0.9892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5826, kappa: 0.0757, kb_relative_information_score: 162.1222, mean_absolute_error: 0.2686, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2808, prior_entropy: 2.5207, recall: 0.2808, relative_absolute_error: 0.9842, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3657, root_relative_squared_error: 0.9899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9925, kappa: 0.9908, kb_relative_information_score: 2602.7846, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9925, predictive_accuracy: 0.9925, prior_entropy: 2.5207, recall: 0.9925, relative_absolute_error: 0.1268, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0718, root_relative_squared_error: 0.1945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9875, kappa: 0.9847, kb_relative_information_score: 141.7961, mean_absolute_error: 0.276, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 2.5207, recall: 0.9875, relative_absolute_error: 1.0113, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3702, root_relative_squared_error: 1.0023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9636, kappa: 0.9534, kb_relative_information_score: 2605.1133, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.97, predictive_accuracy: 0.9617, prior_entropy: 2.5207, recall: 0.9617, relative_absolute_error: 0.1002, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.107, root_relative_squared_error: 0.2898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9925, kappa: 0.9908, kb_relative_information_score: 2570.507, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9925, predictive_accuracy: 0.9925, prior_entropy: 2.5207, recall: 0.9925, relative_absolute_error: 0.1469, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0791, root_relative_squared_error: 0.2141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.8589, kappa: 0.82, kb_relative_information_score: 2275.2404, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.874, predictive_accuracy: 0.8523, prior_entropy: 2.5207, recall: 0.8523, relative_absolute_error: 0.2286, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.169, root_relative_squared_error: 0.4576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9978, kappa: 0.9974, kb_relative_information_score: 129.0952, mean_absolute_error: 0.2767, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9979, predictive_accuracy: 0.9979, prior_entropy: 2.5207, recall: 0.9979, relative_absolute_error: 1.0141, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3713, root_relative_squared_error: 1.0051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2777.939, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, relative_absolute_error: 0.0135, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0052, root_relative_squared_error: 0.0141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9217, f_measure: 0.7, kappa: 0.6895, kb_relative_information_score: 947.018, mean_absolute_error: 0.2176, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7789, predictive_accuracy: 0.7518, prior_entropy: 2.5207, recall: 0.7518, relative_absolute_error: 0.7973, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3065, root_relative_squared_error: 0.8297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9982, kappa: 0.9978, kb_relative_information_score: 1923.4473, mean_absolute_error: 0.1388, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9982, predictive_accuracy: 0.9982, prior_entropy: 2.5207, recall: 0.9982, relative_absolute_error: 0.5085, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1917, root_relative_squared_error: 0.519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9989, kappa: 0.9987, kb_relative_information_score: 2776.7798, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9989, predictive_accuracy: 0.9989, prior_entropy: 2.5207, recall: 0.9989, relative_absolute_error: 0.0131, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0174, root_relative_squared_error: 0.0472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9964, kappa: 0.9956, kb_relative_information_score: 2757.8645, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9965, predictive_accuracy: 0.9964, prior_entropy: 2.5207, recall: 0.9964, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0309, root_relative_squared_error: 0.0837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9583, kappa: 0.9489, kb_relative_information_score: 2459.2861, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9588, predictive_accuracy: 0.9582, prior_entropy: 2.5207, recall: 0.9582, relative_absolute_error: 0.1766, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.3376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.3677, kappa: 0.2916, kb_relative_information_score: 358.2229, mean_absolute_error: 0.2561, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.5916, predictive_accuracy: 0.4535, prior_entropy: 2.5207, recall: 0.4535, relative_absolute_error: 0.9386, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3491, root_relative_squared_error: 0.9451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9986, kappa: 0.9983, kb_relative_information_score: 2770.6254, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9986, predictive_accuracy: 0.9986, prior_entropy: 2.5207, recall: 0.9986, relative_absolute_error: 0.0172, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0222, root_relative_squared_error: 0.0602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9996, kappa: 0.9996, kb_relative_information_score: 2659.0065, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 2.5207, recall: 0.9996, relative_absolute_error: 0.0981, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0505, root_relative_squared_error: 0.1366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, kb_relative_information_score: 0.5399, mean_absolute_error: 0.2729, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3694, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5167, kappa: 0.0123, kb_relative_information_score: 17.3853, mean_absolute_error: 0.2725, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2486, prior_entropy: 2.5207, recall: 0.2486, relative_absolute_error: 0.9987, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3692, root_relative_squared_error: 0.9994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9533, kappa: 0.9428, kb_relative_information_score: 2428.9517, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.954, predictive_accuracy: 0.9531, prior_entropy: 2.5207, recall: 0.9531, relative_absolute_error: 0.1906, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1298, root_relative_squared_error: 0.3515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9821, kappa: 0.9781, kb_relative_information_score: 2622.8116, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9827, predictive_accuracy: 0.9821, prior_entropy: 2.5207, recall: 0.9821, relative_absolute_error: 0.0852, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.091, root_relative_squared_error: 0.2464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9308, kappa: 0.9141, kb_relative_information_score: 2410.3714, mean_absolute_error: 0.0499, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9338, predictive_accuracy: 0.9295, prior_entropy: 2.5207, recall: 0.9295, relative_absolute_error: 0.1828, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1375, root_relative_squared_error: 0.3722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9842, kappa: 0.9808, kb_relative_information_score: 132.4925, mean_absolute_error: 0.2766, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9842, predictive_accuracy: 0.9843, prior_entropy: 2.5207, recall: 0.9843, relative_absolute_error: 1.0136, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3711, root_relative_squared_error: 1.0047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9467, kappa: 0.9333, kb_relative_information_score: 2538.5954, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9525, predictive_accuracy: 0.9456, prior_entropy: 2.5207, recall: 0.9456, relative_absolute_error: 0.1224, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1115, root_relative_squared_error: 0.3018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9861, kappa: 0.983, kb_relative_information_score: 2724.9166, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9864, predictive_accuracy: 0.9861, prior_entropy: 2.5207, recall: 0.9861, relative_absolute_error: 0.036, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0558, root_relative_squared_error: 0.1512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1928.1581, mean_absolute_error: 0.1394, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, relative_absolute_error: 0.5109, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.5071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9751, kappa: 0.9694, kb_relative_information_score: 2580.6911, mean_absolute_error: 0.0314, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9758, predictive_accuracy: 0.975, prior_entropy: 2.5207, recall: 0.975, relative_absolute_error: 0.1152, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0973, root_relative_squared_error: 0.2634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9843, kappa: 0.9808, kb_relative_information_score: 2558.4306, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9846, predictive_accuracy: 0.9843, prior_entropy: 2.5207, recall: 0.9843, relative_absolute_error: 0.1361, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0938, root_relative_squared_error: 0.254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9996, kappa: 0.9996, kb_relative_information_score: 2780.2331, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 2.5207, recall: 0.9996, relative_absolute_error: 0.0112, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0131, root_relative_squared_error: 0.0355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9964, kappa: 0.9956, kb_relative_information_score: 2743.8212, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9965, predictive_accuracy: 0.9964, prior_entropy: 2.5207, recall: 0.9964, relative_absolute_error: 0.0351, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0326, root_relative_squared_error: 0.0883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6833, kappa: 0.0652, kb_relative_information_score: 238.3141, mean_absolute_error: 0.2647, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2775, prior_entropy: 2.5207, recall: 0.2775, relative_absolute_error: 0.9701, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3623, root_relative_squared_error: 0.9808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9268, kappa: 0.9101, kb_relative_information_score: 2514.863, mean_absolute_error: 0.0349, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.928, predictive_accuracy: 0.9263, prior_entropy: 2.5207, recall: 0.9263, relative_absolute_error: 0.1278, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1268, root_relative_squared_error: 0.3434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2056.0082, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, relative_absolute_error: 0.4494, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.5039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6628, kappa: 0.0778, kb_relative_information_score: 220.739, mean_absolute_error: 0.2656, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2865, prior_entropy: 2.5207, recall: 0.2865, relative_absolute_error: 0.9734, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3636, root_relative_squared_error: 0.9844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9993, kappa: 0.9991, kb_relative_information_score: 2713.5294, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9993, predictive_accuracy: 0.9993, prior_entropy: 2.5207, recall: 0.9993, relative_absolute_error: 0.0596, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0363, root_relative_squared_error: 0.0984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9886, kappa: 0.986, kb_relative_information_score: 2659.3499, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9887, predictive_accuracy: 0.9886, prior_entropy: 2.5207, recall: 0.9886, relative_absolute_error: 0.077, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0747, root_relative_squared_error: 0.2021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9399, kappa: 0.9247, kb_relative_information_score: 2388.6134, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9473, predictive_accuracy: 0.9381, prior_entropy: 2.5207, recall: 0.9381, relative_absolute_error: 0.2081, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.149, root_relative_squared_error: 0.4033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9728, kappa: 0.966, kb_relative_information_score: 2665.7826, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9756, predictive_accuracy: 0.9721, prior_entropy: 2.5207, recall: 0.9721, relative_absolute_error: 0.0668, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0842, root_relative_squared_error: 0.2279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9404, kappa: 0.9263, kb_relative_information_score: 2410.7279, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9424, predictive_accuracy: 0.9396, prior_entropy: 2.5207, recall: 0.9396, relative_absolute_error: 0.1896, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1361, root_relative_squared_error: 0.3686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.8532, kappa: 0.8192, kb_relative_information_score: 2254.204, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8569, predictive_accuracy: 0.8519, prior_entropy: 2.5207, recall: 0.8519, relative_absolute_error: 0.2397, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.4701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9281, kappa: 0.9114, kb_relative_information_score: 2408.231, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9298, predictive_accuracy: 0.9274, prior_entropy: 2.5207, recall: 0.9274, relative_absolute_error: 0.1886, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1391, root_relative_squared_error: 0.3765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9392, kappa: 0.9257, kb_relative_information_score: 2597.7223, mean_absolute_error: 0.0203, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9396, predictive_accuracy: 0.9392, prior_entropy: 2.5207, recall: 0.9392, relative_absolute_error: 0.0743, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1424, root_relative_squared_error: 0.3854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5065, kappa: 0.013, kb_relative_information_score: 355.7892, mean_absolute_error: 0.2504, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2489, prior_entropy: 2.5207, recall: 0.2489, relative_absolute_error: 0.9175, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5004, root_relative_squared_error: 1.3546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2795.6876, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, root_mean_prior_squared_error: 0.3694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4646, f_measure: 0.1358, kappa: -0.068, kb_relative_information_score: 125.7053, mean_absolute_error: 0.2828, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2078, predictive_accuracy: 0.1516, prior_entropy: 2.5207, recall: 0.1516, relative_absolute_error: 1.0363, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5318, root_relative_squared_error: 1.4397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.975, kappa: 0.9694, kb_relative_information_score: 2713.3285, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9751, predictive_accuracy: 0.975, prior_entropy: 2.5207, recall: 0.975, relative_absolute_error: 0.0306, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0914, root_relative_squared_error: 0.2473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5444, f_measure: 0.2466, kappa: 0.0861, kb_relative_information_score: 432.2121, mean_absolute_error: 0.2488, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2977, predictive_accuracy: 0.2536, prior_entropy: 2.5207, recall: 0.2536, relative_absolute_error: 0.9118, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4988, root_relative_squared_error: 1.3504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.9617, kappa: 0.9532, kb_relative_information_score: 2670.4608, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9619, predictive_accuracy: 0.9617, prior_entropy: 2.5207, recall: 0.9617, relative_absolute_error: 0.0467, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1129, root_relative_squared_error: 0.3058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9658, kappa: 0.9588, kb_relative_information_score: 2676.4917, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9669, predictive_accuracy: 0.9664, prior_entropy: 2.5207, recall: 0.9664, relative_absolute_error: 0.0411, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1059, root_relative_squared_error: 0.2866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5861, kappa: 0.175, kb_relative_information_score: 696.1615, mean_absolute_error: 0.2136, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.3591, prior_entropy: 2.5207, recall: 0.3591, relative_absolute_error: 0.7829, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4622, root_relative_squared_error: 1.2513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.596, kappa: 0.1964, kb_relative_information_score: 748.8578, mean_absolute_error: 0.2072, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.3784, prior_entropy: 2.5207, recall: 0.3784, relative_absolute_error: 0.7593, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4552, root_relative_squared_error: 1.2323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9467, f_measure: 0.9118, kappa: 0.8924, kb_relative_information_score: 2507.1512, mean_absolute_error: 0.0293, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9129, predictive_accuracy: 0.912, prior_entropy: 2.5207, recall: 0.912, relative_absolute_error: 0.1075, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1713, root_relative_squared_error: 0.4636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2795.6876, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, root_mean_prior_squared_error: 0.3694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5201, kappa: 0.0409, kb_relative_information_score: 408.0178, mean_absolute_error: 0.2452, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2643, prior_entropy: 2.5207, recall: 0.2643, relative_absolute_error: 0.8987, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4952, root_relative_squared_error: 1.3407,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

OpenML bootcamp

From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs