OpenML
Supervised Classification on car

Supervised Classification on car

Task 21 Supervised Classification car 12568 runs submitted
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  • at2 basic OpenML100 study_1 study_107 study_123 study_14 study_41 study_50 study_7 study_70 study_73 under100k under1m
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12568 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9675, kappa: 0.9291, kb_relative_information_score: -860.4492, mean_absolute_error: 0.3601, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9674, predictive_accuracy: 0.9682, prior_entropy: 1.2099, recall: 0.9682, relative_absolute_error: 1.5726, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4159, root_relative_squared_error: 1.2301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.967, kappa: 0.9307, kb_relative_information_score: -862.0078, mean_absolute_error: 0.36, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9693, predictive_accuracy: 0.9688, prior_entropy: 1.2099, recall: 0.9688, relative_absolute_error: 1.5721, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4158, root_relative_squared_error: 1.2297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9216, kappa: 0.8336, kb_relative_information_score: 1401.5476, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9345, predictive_accuracy: 0.9184, prior_entropy: 1.2099, recall: 0.9184, relative_absolute_error: 0.2312, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1715, root_relative_squared_error: 0.5073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9066, kappa: 0.802, kb_relative_information_score: 1285.7002, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.925, predictive_accuracy: 0.901, prior_entropy: 1.2099, recall: 0.901, relative_absolute_error: 0.3156, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.6011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9808, kappa: 0.9582, kb_relative_information_score: -728.0852, mean_absolute_error: 0.3453, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9808, predictive_accuracy: 0.9809, prior_entropy: 1.2099, recall: 0.9809, relative_absolute_error: 1.5082, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.3989, root_relative_squared_error: 1.1797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9878, kappa: 0.9735, kb_relative_information_score: -826.0644, mean_absolute_error: 0.3568, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9879, predictive_accuracy: 0.9878, prior_entropy: 1.2099, recall: 0.9878, relative_absolute_error: 1.5584, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4122, root_relative_squared_error: 1.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9733, kappa: 0.9416, kb_relative_information_score: 1598.1493, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9732, predictive_accuracy: 0.9734, prior_entropy: 1.2099, recall: 0.9734, relative_absolute_error: 0.058, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.11, root_relative_squared_error: 0.3253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9779, kappa: 0.9517, kb_relative_information_score: -871.2244, mean_absolute_error: 0.3619, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9778, predictive_accuracy: 0.978, prior_entropy: 1.2099, recall: 0.978, relative_absolute_error: 1.5807, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4181, root_relative_squared_error: 1.2364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9214, kappa: 0.8317, kb_relative_information_score: 1367.9453, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9301, predictive_accuracy: 0.9184, prior_entropy: 1.2099, recall: 0.9184, relative_absolute_error: 0.2663, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1646, root_relative_squared_error: 0.4867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9722, kappa: 0.9396, kb_relative_information_score: 1591.0714, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9727, predictive_accuracy: 0.9722, prior_entropy: 1.2099, recall: 0.9722, relative_absolute_error: 0.0649, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1113, root_relative_squared_error: 0.3292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9134, kappa: 0.8154, kb_relative_information_score: 1283.1014, mean_absolute_error: 0.0742, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9286, predictive_accuracy: 0.9086, prior_entropy: 1.2099, recall: 0.9086, relative_absolute_error: 0.3239, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.5843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9639, kappa: 0.9218, kb_relative_information_score: 1579.8129, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9676, predictive_accuracy: 0.963, prior_entropy: 1.2099, recall: 0.963, relative_absolute_error: 0.0989, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1169, root_relative_squared_error: 0.3457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9878, kappa: 0.9735, kb_relative_information_score: -822.9702, mean_absolute_error: 0.3564, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9879, predictive_accuracy: 0.9878, prior_entropy: 1.2099, recall: 0.9878, relative_absolute_error: 1.5565, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4117, root_relative_squared_error: 1.2175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9168, kappa: 0.8229, kb_relative_information_score: 1323.5443, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.928, predictive_accuracy: 0.9132, prior_entropy: 1.2099, recall: 0.9132, relative_absolute_error: 0.2994, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1744, root_relative_squared_error: 0.5157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9817, kappa: 0.96, kb_relative_information_score: 1634.0769, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9826, predictive_accuracy: 0.9815, prior_entropy: 1.2099, recall: 0.9815, relative_absolute_error: 0.0559, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0872, root_relative_squared_error: 0.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9148, kappa: 0.8159, kb_relative_information_score: -887.224, mean_absolute_error: 0.3632, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9202, predictive_accuracy: 0.9207, prior_entropy: 1.2099, recall: 0.9207, relative_absolute_error: 1.5863, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4195, root_relative_squared_error: 1.2408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9872, kappa: 0.9723, kb_relative_information_score: -835.347, mean_absolute_error: 0.3581, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9874, predictive_accuracy: 0.9873, prior_entropy: 1.2099, recall: 0.9873, relative_absolute_error: 1.5638, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4136, root_relative_squared_error: 1.2232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9611, kappa: 0.9155, kb_relative_information_score: 1564.4846, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9649, predictive_accuracy: 0.9601, prior_entropy: 1.2099, recall: 0.9601, relative_absolute_error: 0.1063, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1203, root_relative_squared_error: 0.3559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9308, kappa: 0.332, kb_relative_information_score: -912.3278, mean_absolute_error: 0.3658, mean_prior_absolute_error: 0.229, number_of_instances: 1728, predictive_accuracy: 0.7598, prior_entropy: 1.2099, recall: 0.7598, relative_absolute_error: 1.5974, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4225, root_relative_squared_error: 1.2494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.8715, kappa: 0.7356, kb_relative_information_score: 876.3359, mean_absolute_error: 0.1457, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.902, predictive_accuracy: 0.8634, prior_entropy: 1.2099, recall: 0.8634, relative_absolute_error: 0.6362, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2365, root_relative_squared_error: 0.6995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9076, kappa: 0.8035, kb_relative_information_score: 1351.5291, mean_absolute_error: 0.0575, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9247, predictive_accuracy: 0.9022, prior_entropy: 1.2099, recall: 0.9022, relative_absolute_error: 0.2509, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.5829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9867, kappa: 0.9709, kb_relative_information_score: -844.9172, mean_absolute_error: 0.3587, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9867, predictive_accuracy: 0.9867, prior_entropy: 1.2099, recall: 0.9867, relative_absolute_error: 1.5667, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4144, root_relative_squared_error: 1.2255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9844, kappa: 0.9659, kb_relative_information_score: -749.5353, mean_absolute_error: 0.3479, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9845, predictive_accuracy: 0.9844, prior_entropy: 1.2099, recall: 0.9844, relative_absolute_error: 1.5192, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4018, root_relative_squared_error: 1.1883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9728, kappa: 0.9405, kb_relative_information_score: -778.1524, mean_absolute_error: 0.3509, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9728, predictive_accuracy: 0.9728, prior_entropy: 1.2099, recall: 0.9728, relative_absolute_error: 1.5324, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4053, root_relative_squared_error: 1.1987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9326, kappa: 0.8621, kb_relative_information_score: -840.6873, mean_absolute_error: 0.3562, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9398, predictive_accuracy: 0.9381, prior_entropy: 1.2099, recall: 0.9381, relative_absolute_error: 1.5554, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4115, root_relative_squared_error: 1.2169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9472, kappa: 0.3025, kb_relative_information_score: -936.3492, mean_absolute_error: 0.3698, mean_prior_absolute_error: 0.229, number_of_instances: 1728, predictive_accuracy: 0.7535, prior_entropy: 1.2099, recall: 0.7535, relative_absolute_error: 1.6152, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4271, root_relative_squared_error: 1.2632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9223, f_measure: 0.8302, kappa: 0.6311, kb_relative_information_score: 736.9856, mean_absolute_error: 0.1578, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8348, predictive_accuracy: 0.827, prior_entropy: 1.2099, recall: 0.827, relative_absolute_error: 0.6891, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2605, root_relative_squared_error: 0.7703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9127, kappa: 0.8142, kb_relative_information_score: 1351.8937, mean_absolute_error: 0.0628, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9253, predictive_accuracy: 0.9086, prior_entropy: 1.2099, recall: 0.9086, relative_absolute_error: 0.2743, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1713, root_relative_squared_error: 0.5067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9207, kb_relative_information_score: -899.39, mean_absolute_error: 0.3635, mean_prior_absolute_error: 0.229, number_of_instances: 1728, predictive_accuracy: 0.7002, prior_entropy: 1.2099, recall: 0.7002, relative_absolute_error: 1.5875, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4199, root_relative_squared_error: 1.2419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.8906, kappa: 0.7708, kb_relative_information_score: -887.8235, mean_absolute_error: 0.3635, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9057, predictive_accuracy: 0.9022, prior_entropy: 1.2099, recall: 0.9022, relative_absolute_error: 1.5873, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4198, root_relative_squared_error: 1.2416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9206, kappa: 0.8303, kb_relative_information_score: 1353.6666, mean_absolute_error: 0.063, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9306, predictive_accuracy: 0.9172, prior_entropy: 1.2099, recall: 0.9172, relative_absolute_error: 0.2751, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1681, root_relative_squared_error: 0.4971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.8962, kappa: 0.7805, kb_relative_information_score: 1062.9427, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9112, predictive_accuracy: 0.8912, prior_entropy: 1.2099, recall: 0.8912, relative_absolute_error: 0.5005, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.6244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9772, kappa: 0.9505, kb_relative_information_score: -787.3571, mean_absolute_error: 0.3521, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9772, predictive_accuracy: 0.9774, prior_entropy: 1.2099, recall: 0.9774, relative_absolute_error: 1.5379, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4067, root_relative_squared_error: 1.2029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.974, kappa: 0.943, kb_relative_information_score: -718.8812, mean_absolute_error: 0.3444, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.974, predictive_accuracy: 0.974, prior_entropy: 1.2099, recall: 0.974, relative_absolute_error: 1.5039, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.3977, root_relative_squared_error: 1.1763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9901, kappa: 0.9785, kb_relative_information_score: 1671.4843, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9902, predictive_accuracy: 0.9902, prior_entropy: 1.2099, recall: 0.9902, relative_absolute_error: 0.0233, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0674, root_relative_squared_error: 0.1994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, kappa: 0.762, kb_relative_information_score: -852.8018, mean_absolute_error: 0.3569, mean_prior_absolute_error: 0.229, number_of_instances: 1728, predictive_accuracy: 0.8929, prior_entropy: 1.2099, recall: 0.8929, relative_absolute_error: 1.5587, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4124, root_relative_squared_error: 1.2197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9351, kappa: 0.8599, kb_relative_information_score: 1445.0132, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9431, predictive_accuracy: 0.9323, prior_entropy: 1.2099, recall: 0.9323, relative_absolute_error: 0.198, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1592, root_relative_squared_error: 0.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.971, kappa: 0.9366, kb_relative_information_score: -781.1731, mean_absolute_error: 0.3513, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.971, predictive_accuracy: 0.9711, prior_entropy: 1.2099, recall: 0.9711, relative_absolute_error: 1.5344, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4058, root_relative_squared_error: 1.2002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9028, f_measure: 0.7905, kappa: 0.5651, kb_relative_information_score: 360.089, mean_absolute_error: 0.214, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8175, predictive_accuracy: 0.7789, prior_entropy: 1.2099, recall: 0.7789, relative_absolute_error: 0.9346, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2976, root_relative_squared_error: 0.8802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9757, kappa: 0.9474, kb_relative_information_score: 1615.3346, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9763, predictive_accuracy: 0.9757, prior_entropy: 1.2099, recall: 0.9757, relative_absolute_error: 0.0537, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.3012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9193, f_measure: 0.8171, kappa: 0.6175, kb_relative_information_score: 596.7915, mean_absolute_error: 0.1807, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8326, predictive_accuracy: 0.8102, prior_entropy: 1.2099, recall: 0.8102, relative_absolute_error: 0.7892, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.276, root_relative_squared_error: 0.8164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.978, kappa: 0.9521, kb_relative_information_score: -876.4694, mean_absolute_error: 0.3628, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9782, predictive_accuracy: 0.978, prior_entropy: 1.2099, recall: 0.978, relative_absolute_error: 1.5845, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.419, root_relative_squared_error: 1.2394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9872, kappa: 0.9722, kb_relative_information_score: -843.4905, mean_absolute_error: 0.3585, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9873, predictive_accuracy: 0.9873, prior_entropy: 1.2099, recall: 0.9873, relative_absolute_error: 1.5657, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4141, root_relative_squared_error: 1.2248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9785, kappa: 0.9531, kb_relative_information_score: 1626.5731, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9786, predictive_accuracy: 0.9786, prior_entropy: 1.2099, recall: 0.9786, relative_absolute_error: 0.0468, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0981, root_relative_squared_error: 0.2902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8818, f_measure: 0.5768, kb_relative_information_score: 302.2842, mean_absolute_error: 0.1948, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.4903, predictive_accuracy: 0.7002, prior_entropy: 1.2099, recall: 0.7002, relative_absolute_error: 0.8509, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2957, root_relative_squared_error: 0.8746, scimark_benchmark: 1522.8702, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.8659, kappa: 0.7159, kb_relative_information_score: 1176.4476, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.871, predictive_accuracy: 0.8727, prior_entropy: 1.2099, recall: 0.8727, relative_absolute_error: 0.2756, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2339, root_relative_squared_error: 0.6917, scimark_benchmark: 1369.8404, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9759, f_measure: 0.8735, kappa: 0.7245, kb_relative_information_score: 1254.7839, mean_absolute_error: 0.0749, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8736, predictive_accuracy: 0.8744, prior_entropy: 1.2099, recall: 0.8744, relative_absolute_error: 0.327, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.197, root_relative_squared_error: 0.5827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.8751, kappa: 0.7282, kb_relative_information_score: 1239.7681, mean_absolute_error: 0.0777, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8764, predictive_accuracy: 0.8762, prior_entropy: 1.2099, recall: 0.8762, relative_absolute_error: 0.3395, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2008, root_relative_squared_error: 0.5938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.9015, kappa: 0.787, kb_relative_information_score: 1260.9994, mean_absolute_error: 0.0764, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9117, predictive_accuracy: 0.897, prior_entropy: 1.2099, recall: 0.897, relative_absolute_error: 0.3336, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9914, kappa: 0.9811, kb_relative_information_score: 1672.1948, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9915, predictive_accuracy: 0.9913, prior_entropy: 1.2099, recall: 0.9913, relative_absolute_error: 0.0395, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0585, root_relative_squared_error: 0.1731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.8942, kappa: 0.768, kb_relative_information_score: 1357.5694, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8987, predictive_accuracy: 0.8987, prior_entropy: 1.2099, recall: 0.8987, relative_absolute_error: 0.2588, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1719, root_relative_squared_error: 0.5085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9333, kappa: 0.8549, kb_relative_information_score: 1378.6915, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9329, predictive_accuracy: 0.934, prior_entropy: 1.2099, recall: 0.934, relative_absolute_error: 0.2477, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1623, root_relative_squared_error: 0.4801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9546, kappa: 0.9007, kb_relative_information_score: 1473.002, mean_absolute_error: 0.0425, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9555, predictive_accuracy: 0.9543, prior_entropy: 1.2099, recall: 0.9543, relative_absolute_error: 0.1857, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.3965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9638, kappa: 0.9215, kb_relative_information_score: 1530.881, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9639, predictive_accuracy: 0.9641, prior_entropy: 1.2099, recall: 0.9641, relative_absolute_error: 0.1487, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1134, root_relative_squared_error: 0.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1705.5442, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 1, predictive_accuracy: 1, prior_entropy: 1.2099, recall: 1, relative_absolute_error: 0.0166, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0173, root_relative_squared_error: 0.0511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9943, kappa: 0.9874, kb_relative_information_score: 1679.7228, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9945, predictive_accuracy: 0.9942, prior_entropy: 1.2099, recall: 0.9942, relative_absolute_error: 0.0345, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0483, root_relative_squared_error: 0.1428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9396, f_measure: 0.842, kappa: 0.6542, kb_relative_information_score: 1031.8726, mean_absolute_error: 0.1077, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8407, predictive_accuracy: 0.8449, prior_entropy: 1.2099, recall: 0.8449, relative_absolute_error: 0.4705, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.238, root_relative_squared_error: 0.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9371, kappa: 0.8632, kb_relative_information_score: 1412.1042, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9383, predictive_accuracy: 0.9363, prior_entropy: 1.2099, recall: 0.9363, relative_absolute_error: 0.2317, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1542, root_relative_squared_error: 0.456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9292, kappa: 0.8465, kb_relative_information_score: 1376.557, mean_absolute_error: 0.0575, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9338, predictive_accuracy: 0.9271, prior_entropy: 1.2099, recall: 0.9271, relative_absolute_error: 0.2513, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.4933,

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

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

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