OpenML
Supervised Classification on gas-drift

Supervised Classification on gas-drift

Task 9986 Supervised Classification gas-drift 10683 runs submitted
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  • OpenML100 study_107 study_123 study_14
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: 0.6016, mean_absolute_error: 0.2748, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2163, prior_entropy: 2.5457, recall: 0.2163, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3707, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: 1221.0452, mean_absolute_error: 0.2685, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2163, prior_entropy: 2.5457, recall: 0.2163, relative_absolute_error: 0.9771, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3797, root_relative_squared_error: 1.0243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: 251.4241, mean_absolute_error: 0.2761, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2163, prior_entropy: 2.5457, recall: 0.2163, relative_absolute_error: 1.0047, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.371, root_relative_squared_error: 1.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: 805.397, mean_absolute_error: 0.2711, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2163, prior_entropy: 2.5457, recall: 0.2163, relative_absolute_error: 0.9866, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3737, root_relative_squared_error: 1.0082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: 0.6016, mean_absolute_error: 0.2748, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2163, prior_entropy: 2.5457, recall: 0.2163, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3707, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: 1546.3561, mean_absolute_error: 0.2657, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2163, prior_entropy: 2.5457, recall: 0.2163, relative_absolute_error: 0.9669, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3903, root_relative_squared_error: 1.0529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: 532.1458, mean_absolute_error: 0.2777, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2163, prior_entropy: 2.5457, recall: 0.2163, relative_absolute_error: 1.0108, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3726, root_relative_squared_error: 1.0053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: 0.6016, mean_absolute_error: 0.2748, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2163, prior_entropy: 2.5457, recall: 0.2163, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3707, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: 643.3369, mean_absolute_error: 0.2719, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2163, prior_entropy: 2.5457, recall: 0.2163, relative_absolute_error: 0.9895, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3725, root_relative_squared_error: 1.0051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: 0.6016, mean_absolute_error: 0.2748, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2163, prior_entropy: 2.5457, recall: 0.2163, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3707, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9853, kappa: 0.9821, kb_relative_information_score: 13364.2842, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9854, predictive_accuracy: 0.9853, prior_entropy: 2.5457, recall: 0.9853, relative_absolute_error: 0.0634, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0701, root_relative_squared_error: 0.1891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9932, kappa: 0.9918, kb_relative_information_score: 13642.6448, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9932, predictive_accuracy: 0.9932, prior_entropy: 2.5457, recall: 0.9932, relative_absolute_error: 0.032, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0485, root_relative_squared_error: 0.1308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9191, f_measure: 0.6962, kappa: 0.6168, kb_relative_information_score: 8057.8714, mean_absolute_error: 0.1428, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.7449, predictive_accuracy: 0.6814, prior_entropy: 2.5457, recall: 0.6814, relative_absolute_error: 0.5199, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.2688, root_relative_squared_error: 0.7251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.503, kappa: 0.0024, kb_relative_information_score: 20.3703, mean_absolute_error: 0.2747, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2181, prior_entropy: 2.5457, recall: 0.2181, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3706, root_relative_squared_error: 0.9998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9947, kappa: 0.9935, kb_relative_information_score: 13757.3564, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 2.5457, recall: 0.9947, relative_absolute_error: 0.017, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.038, root_relative_squared_error: 0.1026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6023, kappa: 0.0176, kb_relative_information_score: 415.386, mean_absolute_error: 0.2725, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2249, prior_entropy: 2.5457, recall: 0.2249, relative_absolute_error: 0.9916, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3687, root_relative_squared_error: 0.9947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9603, kappa: 0.9518, kb_relative_information_score: 12990.3627, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9604, predictive_accuracy: 0.9602, prior_entropy: 2.5457, recall: 0.9602, relative_absolute_error: 0.0953, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1043, root_relative_squared_error: 0.2813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9733, kappa: 0.9676, kb_relative_information_score: 13467.0354, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9733, predictive_accuracy: 0.9733, prior_entropy: 2.5457, recall: 0.9733, relative_absolute_error: 0.0378, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.2451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7117, kappa: 0.2229, kb_relative_information_score: 3755.8534, mean_absolute_error: 0.2363, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.3894, prior_entropy: 2.5457, recall: 0.3894, relative_absolute_error: 0.8599, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.9274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9943, kappa: 0.9931, kb_relative_information_score: 13760.9999, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 2.5457, recall: 0.9943, relative_absolute_error: 0.0164, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0386, root_relative_squared_error: 0.1041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9932, kappa: 0.9918, kb_relative_information_score: 13802.0528, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9932, predictive_accuracy: 0.9932, prior_entropy: 2.5457, recall: 0.9932, relative_absolute_error: 0.0082, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0475, root_relative_squared_error: 0.128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9928, kappa: 0.9913, kb_relative_information_score: 13739.8091, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9928, predictive_accuracy: 0.9928, prior_entropy: 2.5457, recall: 0.9928, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0465, root_relative_squared_error: 0.1256,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Prediction file contains missing values for important attribute (confidence.1).
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9276, kappa: 0.9119, kb_relative_information_score: 10971.7389, mean_absolute_error: 0.0872, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9281, predictive_accuracy: 0.9273, prior_entropy: 2.5457, recall: 0.9273, relative_absolute_error: 0.3175, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1704, root_relative_squared_error: 0.4596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9946, kappa: 0.9935, kb_relative_information_score: 13755.9776, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9946, predictive_accuracy: 0.9946, prior_entropy: 2.5457, recall: 0.9946, relative_absolute_error: 0.0172, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0381, root_relative_squared_error: 0.1028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9935, kappa: 0.9921, kb_relative_information_score: 13431.4168, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9935, predictive_accuracy: 0.9935, prior_entropy: 2.5457, recall: 0.9935, relative_absolute_error: 0.0598, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0598, root_relative_squared_error: 0.1614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9913, kappa: 0.9894, kb_relative_information_score: 13718.3051, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9914, predictive_accuracy: 0.9912, prior_entropy: 2.5457, recall: 0.9912, relative_absolute_error: 0.0189, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0466, root_relative_squared_error: 0.1258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9617, kappa: 0.9533, kb_relative_information_score: 12735.8819, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9622, predictive_accuracy: 0.9615, prior_entropy: 2.5457, recall: 0.9615, relative_absolute_error: 0.1257, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1127, root_relative_squared_error: 0.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9388, kappa: 0.9258, kb_relative_information_score: 12719.6026, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9392, predictive_accuracy: 0.9389, prior_entropy: 2.5457, recall: 0.9389, relative_absolute_error: 0.1226, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1204, root_relative_squared_error: 0.3249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5253, kappa: 0.0162, kb_relative_information_score: 116.8575, mean_absolute_error: 0.2743, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2278, prior_entropy: 2.5457, recall: 0.2278, relative_absolute_error: 0.9983, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3704, root_relative_squared_error: 0.9994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9896, kappa: 0.9874, kb_relative_information_score: 13645.5859, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9896, predictive_accuracy: 0.9896, prior_entropy: 2.5457, recall: 0.9896, relative_absolute_error: 0.0279, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.054, root_relative_squared_error: 0.1457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5807, kappa: -0.0137, kb_relative_information_score: 461.2499, mean_absolute_error: 0.2721, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2002, prior_entropy: 2.5457, recall: 0.2002, relative_absolute_error: 0.9904, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3691, root_relative_squared_error: 0.9957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.8767, kappa: 0.849, kb_relative_information_score: 11437.9461, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.8809, predictive_accuracy: 0.8756, prior_entropy: 2.5457, recall: 0.8756, relative_absolute_error: 0.2449, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1717, root_relative_squared_error: 0.4632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6032, kappa: 0.0473, kb_relative_information_score: 1110.3184, mean_absolute_error: 0.269, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2446, prior_entropy: 2.5457, recall: 0.2446, relative_absolute_error: 0.9792, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3681, root_relative_squared_error: 0.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.8724, kappa: 0.841, kb_relative_information_score: 10680.3871, mean_absolute_error: 0.0837, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.8829, predictive_accuracy: 0.8692, prior_entropy: 2.5457, recall: 0.8692, relative_absolute_error: 0.3045, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1854, root_relative_squared_error: 0.5003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9657, kappa: 0.9574, kb_relative_information_score: 13214.2252, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.969, predictive_accuracy: 0.9649, prior_entropy: 2.5457, recall: 0.9649, relative_absolute_error: 0.062, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.2398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9592, kappa: 0.949, kb_relative_information_score: 13090.2515, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9642, predictive_accuracy: 0.9581, prior_entropy: 2.5457, recall: 0.9581, relative_absolute_error: 0.0714, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0964, root_relative_squared_error: 0.2601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kappa: 0.0006, kb_relative_information_score: 17.9311, mean_absolute_error: 0.2747, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2168, prior_entropy: 2.5457, recall: 0.2168, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3706, root_relative_squared_error: 0.9998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9535, f_measure: 0.7355, kappa: 0.7171, kb_relative_information_score: 5805.9679, mean_absolute_error: 0.2047, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.7835, predictive_accuracy: 0.7642, prior_entropy: 2.5457, recall: 0.7642, relative_absolute_error: 0.7449, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.2931, root_relative_squared_error: 0.7909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5233, kappa: -0.0168, kb_relative_information_score: 133.7042, mean_absolute_error: 0.2742, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2021, prior_entropy: 2.5457, recall: 0.2021, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3702, root_relative_squared_error: 0.9989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9917, kappa: 0.9899, kb_relative_information_score: 13690.4526, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9917, predictive_accuracy: 0.9917, prior_entropy: 2.5457, recall: 0.9917, relative_absolute_error: 0.0236, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0486, root_relative_squared_error: 0.1312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9567, kappa: 0.9472, kb_relative_information_score: 11056.2762, mean_absolute_error: 0.0868, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9609, predictive_accuracy: 0.9564, prior_entropy: 2.5457, recall: 0.9564, relative_absolute_error: 0.3161, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1603, root_relative_squared_error: 0.4325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.962, kappa: 0.9536, kb_relative_information_score: 12797.7875, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9627, predictive_accuracy: 0.9618, prior_entropy: 2.5457, recall: 0.9618, relative_absolute_error: 0.1192, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1089, root_relative_squared_error: 0.2938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, kappa: 0.0004, kb_relative_information_score: 16.0833, mean_absolute_error: 0.2747, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2166, prior_entropy: 2.5457, recall: 0.2166, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3706, root_relative_squared_error: 0.9998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.994, kappa: 0.9928, kb_relative_information_score: 13488.9531, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.994, predictive_accuracy: 0.994, prior_entropy: 2.5457, recall: 0.994, relative_absolute_error: 0.0519, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0565, root_relative_squared_error: 0.1525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9523, kappa: 0.9418, kb_relative_information_score: 10997.4395, mean_absolute_error: 0.0883, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9575, predictive_accuracy: 0.9519, prior_entropy: 2.5457, recall: 0.9519, relative_absolute_error: 0.3215, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1628, root_relative_squared_error: 0.4393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.801, kappa: 0.7481, kb_relative_information_score: 10000.5492, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.8222, predictive_accuracy: 0.7917, prior_entropy: 2.5457, recall: 0.7917, relative_absolute_error: 0.3631, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.2191, root_relative_squared_error: 0.5912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9671, f_measure: 0.8169, kappa: 0.7687, kb_relative_information_score: 10290.9353, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.8351, predictive_accuracy: 0.8089, prior_entropy: 2.5457, recall: 0.8089, relative_absolute_error: 0.3401, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.5695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.8428, kappa: 0.8131, kb_relative_information_score: 7163.74, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.8922, predictive_accuracy: 0.8448, prior_entropy: 2.5457, recall: 0.8448, relative_absolute_error: 0.6479, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.264, root_relative_squared_error: 0.7123,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.964, f_measure: 0.8056, kappa: 0.7545, kb_relative_information_score: 10095.9265, mean_absolute_error: 0.0977, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.8251, predictive_accuracy: 0.7971, prior_entropy: 2.5457, recall: 0.7971, relative_absolute_error: 0.3556, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.2165, root_relative_squared_error: 0.5841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9601, kappa: 0.952, kb_relative_information_score: 10811.8785, mean_absolute_error: 0.0954, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9626, predictive_accuracy: 0.9604, prior_entropy: 2.5457, recall: 0.9604, relative_absolute_error: 0.3473, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1691, root_relative_squared_error: 0.4562,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8315, f_measure: 0.5521, kappa: 0.4414, kb_relative_information_score: 5547.8536, mean_absolute_error: 0.1954, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.6348, predictive_accuracy: 0.5383, prior_entropy: 2.5457, recall: 0.5383, relative_absolute_error: 0.7112, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3175, root_relative_squared_error: 0.8567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7685, f_measure: 0.3518, kappa: 0.2106, kb_relative_information_score: 2489.5728, mean_absolute_error: 0.2455, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.4314, predictive_accuracy: 0.3482, prior_entropy: 2.5457, recall: 0.3482, relative_absolute_error: 0.8935, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3453, root_relative_squared_error: 0.9315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9275, kappa: 0.9075, kb_relative_information_score: 12450.336, mean_absolute_error: 0.0344, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9434, predictive_accuracy: 0.9241, prior_entropy: 2.5457, recall: 0.9241, relative_absolute_error: 0.125, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1275, root_relative_squared_error: 0.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9014, f_measure: 0.6566, kappa: 0.5669, kb_relative_information_score: 7589.816, mean_absolute_error: 0.1552, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.7253, predictive_accuracy: 0.6381, prior_entropy: 2.5457, recall: 0.6381, relative_absolute_error: 0.565, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.2869, root_relative_squared_error: 0.7741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kappa: 0.0133, kb_relative_information_score: 152.4488, mean_absolute_error: 0.2741, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2262, prior_entropy: 2.5457, recall: 0.2262, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3702, root_relative_squared_error: 0.9988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8712, f_measure: 0.3316, kappa: 0.2708, kb_relative_information_score: 2680.9519, mean_absolute_error: 0.2502, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.5109, predictive_accuracy: 0.4166, prior_entropy: 2.5457, recall: 0.4166, relative_absolute_error: 0.9108, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.9252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.934, f_measure: 0.76, kappa: 0.6973, kb_relative_information_score: 8677.8697, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.7876, predictive_accuracy: 0.7494, prior_entropy: 2.5457, recall: 0.7494, relative_absolute_error: 0.4893, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.2495, root_relative_squared_error: 0.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7767, f_measure: 0.4, kappa: 0.3018, kb_relative_information_score: 3513.2157, mean_absolute_error: 0.2342, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.4309, predictive_accuracy: 0.4357, prior_entropy: 2.5457, recall: 0.4357, relative_absolute_error: 0.8522, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3353, root_relative_squared_error: 0.9047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.6618, kappa: 0.5715, kb_relative_information_score: 7551.2993, mean_absolute_error: 0.1565, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.734, predictive_accuracy: 0.6419, prior_entropy: 2.5457, recall: 0.6419, relative_absolute_error: 0.5695, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.2875, root_relative_squared_error: 0.7758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9701, kappa: 0.9636, kb_relative_information_score: 13099.2554, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9713, predictive_accuracy: 0.97, prior_entropy: 2.5457, recall: 0.97, relative_absolute_error: 0.0873, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0934, root_relative_squared_error: 0.2521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7895, f_measure: 0.4466, kappa: 0.3339, kb_relative_information_score: 4092.6234, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.4774, predictive_accuracy: 0.4512, prior_entropy: 2.5457, recall: 0.4512, relative_absolute_error: 0.831, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.335, root_relative_squared_error: 0.9038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4967, kappa: 0.0002, kb_relative_information_score: 15.8459, mean_absolute_error: 0.2747, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2165, prior_entropy: 2.5457, recall: 0.2165, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3706, root_relative_squared_error: 0.9999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9676, kappa: 0.9606, kb_relative_information_score: 12824.7721, mean_absolute_error: 0.0325, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9686, predictive_accuracy: 0.9675, prior_entropy: 2.5457, recall: 0.9675, relative_absolute_error: 0.1182, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1063, root_relative_squared_error: 0.2868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9793, kappa: 0.9745, kb_relative_information_score: 13491.5413, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9804, predictive_accuracy: 0.979, prior_entropy: 2.5457, recall: 0.979, relative_absolute_error: 0.0384, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0696, root_relative_squared_error: 0.1879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9738, kappa: 0.9676, kb_relative_information_score: 13384.0118, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9757, predictive_accuracy: 0.9733, prior_entropy: 2.5457, recall: 0.9733, relative_absolute_error: 0.0472, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.078, root_relative_squared_error: 0.2104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, kappa: -0.0003, kb_relative_information_score: 1.8026, mean_absolute_error: 0.2748, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2161, prior_entropy: 2.5457, recall: 0.2161, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3706, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.8022, kappa: 0.7458, kb_relative_information_score: 9805.64, mean_absolute_error: 0.1048, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.8327, predictive_accuracy: 0.7894, prior_entropy: 2.5457, recall: 0.7894, relative_absolute_error: 0.3814, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.5952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5072, kappa: 0.016, kb_relative_information_score: 147.1192, mean_absolute_error: 0.274, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2282, prior_entropy: 2.5457, recall: 0.2282, relative_absolute_error: 0.9971, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3703, root_relative_squared_error: 0.999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9944, kappa: 0.9932, kb_relative_information_score: 13766.3276, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9944, predictive_accuracy: 0.9944, prior_entropy: 2.5457, recall: 0.9944, relative_absolute_error: 0.0153, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0382, root_relative_squared_error: 0.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.966, kappa: 0.9586, kb_relative_information_score: 12770.4537, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9668, predictive_accuracy: 0.9659, prior_entropy: 2.5457, recall: 0.9659, relative_absolute_error: 0.1237, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1097, root_relative_squared_error: 0.2958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9916, kappa: 0.9898, kb_relative_information_score: 13731.164, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9917, predictive_accuracy: 0.9916, prior_entropy: 2.5457, recall: 0.9916, relative_absolute_error: 0.0175, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0452, root_relative_squared_error: 0.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.922, kappa: 0.9001, kb_relative_information_score: 12362.9041, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9403, predictive_accuracy: 0.918, prior_entropy: 2.5457, recall: 0.918, relative_absolute_error: 0.1317, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1325, root_relative_squared_error: 0.3575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9932, kappa: 0.9917, kb_relative_information_score: 13587.2605, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9932, predictive_accuracy: 0.9932, prior_entropy: 2.5457, recall: 0.9932, relative_absolute_error: 0.0387, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0521, root_relative_squared_error: 0.1405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9921, kappa: 0.9904, kb_relative_information_score: 13742.2566, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9922, predictive_accuracy: 0.9921, prior_entropy: 2.5457, recall: 0.9921, relative_absolute_error: 0.0166, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0432, root_relative_squared_error: 0.1166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9936, kappa: 0.9922, kb_relative_information_score: 13619.7039, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9936, predictive_accuracy: 0.9936, prior_entropy: 2.5457, recall: 0.9936, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0499, root_relative_squared_error: 0.1347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9945, kappa: 0.9933, kb_relative_information_score: 13724.0247, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9945, predictive_accuracy: 0.9945, prior_entropy: 2.5457, recall: 0.9945, relative_absolute_error: 0.0218, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0406, root_relative_squared_error: 0.1095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9784, kappa: 0.9735, kb_relative_information_score: 13478.8049, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9797, predictive_accuracy: 0.9781, prior_entropy: 2.5457, recall: 0.9781, relative_absolute_error: 0.0394, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0708, root_relative_squared_error: 0.1911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9888, kappa: 0.9864, kb_relative_information_score: 13609.3891, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9888, predictive_accuracy: 0.9888, prior_entropy: 2.5457, recall: 0.9888, relative_absolute_error: 0.0327, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0568, root_relative_squared_error: 0.1532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.893, kappa: 0.861, kb_relative_information_score: 11827.5337, mean_absolute_error: 0.0483, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9252, predictive_accuracy: 0.8861, prior_entropy: 2.5457, recall: 0.8861, relative_absolute_error: 0.1757, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1534, root_relative_squared_error: 0.4139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8684, f_measure: 0.5914, kappa: 0.4923, kb_relative_information_score: 6053.0872, mean_absolute_error: 0.1931, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.6388, predictive_accuracy: 0.5844, prior_entropy: 2.5457, recall: 0.5844, relative_absolute_error: 0.7027, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3065, root_relative_squared_error: 0.8271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9879, kappa: 0.9852, kb_relative_information_score: 13664.8964, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9882, predictive_accuracy: 0.9878, prior_entropy: 2.5457, recall: 0.9878, relative_absolute_error: 0.0237, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0531, root_relative_squared_error: 0.1433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5144, kappa: 0.0011, kb_relative_information_score: 184.1817, mean_absolute_error: 0.2751, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2154, prior_entropy: 2.5457, recall: 0.2154, relative_absolute_error: 1.0012, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3714, root_relative_squared_error: 1.0021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8796, f_measure: 0.6319, kappa: 0.5398, kb_relative_information_score: 6576.3802, mean_absolute_error: 0.182, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.7264, predictive_accuracy: 0.6143, prior_entropy: 2.5457, recall: 0.6143, relative_absolute_error: 0.6625, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.8193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9059, f_measure: 0.6679, kappa: 0.5794, kb_relative_information_score: 7751.4317, mean_absolute_error: 0.1516, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.7313, predictive_accuracy: 0.6488, prior_entropy: 2.5457, recall: 0.6488, relative_absolute_error: 0.5519, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.2825, root_relative_squared_error: 0.7621,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5116, kappa: 0.0072, kb_relative_information_score: 91.8363, mean_absolute_error: 0.2745, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2219, prior_entropy: 2.5457, recall: 0.2219, relative_absolute_error: 0.9989, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3705, root_relative_squared_error: 0.9996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6279, kappa: 0.0559, kb_relative_information_score: 963.3798, mean_absolute_error: 0.2693, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2391, prior_entropy: 2.5457, recall: 0.2391, relative_absolute_error: 0.98, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3665, root_relative_squared_error: 0.9889,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.714, kappa: 0.6423, kb_relative_information_score: 8383.2926, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.7638, predictive_accuracy: 0.703, prior_entropy: 2.5457, recall: 0.703, relative_absolute_error: 0.4903, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.2614, root_relative_squared_error: 0.7051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6339, f_measure: 0.2142, kappa: 0.0626, kb_relative_information_score: 1162.5244, mean_absolute_error: 0.2681, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.226, predictive_accuracy: 0.2479, prior_entropy: 2.5457, recall: 0.2479, relative_absolute_error: 0.9756, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3654, root_relative_squared_error: 0.9859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9164, f_measure: 0.6533, kappa: 0.5715, kb_relative_information_score: 7813.3642, mean_absolute_error: 0.1539, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.6873, predictive_accuracy: 0.6486, prior_entropy: 2.5457, recall: 0.6486, relative_absolute_error: 0.5601, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.7364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.876, kappa: 0.8481, kb_relative_information_score: 11418.4091, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.8807, predictive_accuracy: 0.8748, prior_entropy: 2.5457, recall: 0.8748, relative_absolute_error: 0.2466, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.172, root_relative_squared_error: 0.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.495, kappa: 0.0093, kb_relative_information_score: 90.207, mean_absolute_error: 0.2744, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2227, prior_entropy: 2.5457, recall: 0.2227, relative_absolute_error: 0.9985, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3704, root_relative_squared_error: 0.9993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9949, kappa: 0.9938, kb_relative_information_score: 13761.0232, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9949, predictive_accuracy: 0.9949, prior_entropy: 2.5457, recall: 0.9949, relative_absolute_error: 0.0164, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0381, root_relative_squared_error: 0.1027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.535, kappa: 0.0097, kb_relative_information_score: 91.4671, mean_absolute_error: 0.2744, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.2235, prior_entropy: 2.5457, recall: 0.2235, relative_absolute_error: 0.9985, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3703, root_relative_squared_error: 0.9989,

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

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From your own software

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

OpenML APIs