OpenML
Supervised Classification on first-order-theorem-proving

Supervised Classification on first-order-theorem-proving

Task 9985 Supervised Classification first-order-theorem-proving 18740 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_98 study_99
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1096.5109, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.7744, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4407, root_relative_squared_error: 1.2445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5801, kappa: 0.1798, kb_relative_information_score: 1701.8264, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4832, prior_entropy: 2.3005, recall: 0.4832, relative_absolute_error: 0.687, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4151, root_relative_squared_error: 1.1723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kappa: -0.0002, kb_relative_information_score: 1095.6241, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4173, prior_entropy: 2.3005, recall: 0.4173, relative_absolute_error: 0.7746, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4407, root_relative_squared_error: 1.2447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6942, f_measure: 0.5455, kappa: 0.3936, kb_relative_information_score: 2577.8429, mean_absolute_error: 0.142, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5515, predictive_accuracy: 0.5739, prior_entropy: 2.3005, recall: 0.5739, relative_absolute_error: 0.5664, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3769, root_relative_squared_error: 1.0644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7073, f_measure: 0.5471, kappa: 0.3991, kb_relative_information_score: 2534.7865, mean_absolute_error: 0.1461, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5425, predictive_accuracy: 0.5618, prior_entropy: 2.3005, recall: 0.5618, relative_absolute_error: 0.5825, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3822, root_relative_squared_error: 1.0794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4837, f_measure: 0.2359, kappa: -0.0274, kb_relative_information_score: 353.6377, mean_absolute_error: 0.2509, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2324, predictive_accuracy: 0.2473, prior_entropy: 2.3005, recall: 0.2473, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5009, root_relative_squared_error: 1.4147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.564, f_measure: 0.3397, kappa: 0.1211, kb_relative_information_score: 1090.7912, mean_absolute_error: 0.2147, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3377, predictive_accuracy: 0.356, prior_entropy: 2.3005, recall: 0.356, relative_absolute_error: 0.8561, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4633, root_relative_squared_error: 1.3085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5047, kappa: 0.0108, kb_relative_information_score: 1126.4088, mean_absolute_error: 0.1929, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4212, prior_entropy: 2.3005, recall: 0.4212, relative_absolute_error: 0.7694, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4392, root_relative_squared_error: 1.2405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6621, f_measure: 0.4967, kappa: 0.3268, kb_relative_information_score: 2222.2849, mean_absolute_error: 0.1567, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5041, predictive_accuracy: 0.5299, prior_entropy: 2.3005, recall: 0.5299, relative_absolute_error: 0.6249, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3958, root_relative_squared_error: 1.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5983, f_measure: 0.4085, kappa: 0.208, kb_relative_information_score: 1734.6061, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4394, predictive_accuracy: 0.4796, prior_entropy: 2.3005, recall: 0.4796, relative_absolute_error: 0.6918, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4165, root_relative_squared_error: 1.1763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6077, f_measure: 0.429, kappa: 0.231, kb_relative_information_score: 1857.6133, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4685, predictive_accuracy: 0.4969, prior_entropy: 2.3005, recall: 0.4969, relative_absolute_error: 0.6688, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4095, root_relative_squared_error: 1.1566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5626, f_measure: 0.3601, kappa: 0.1427, kb_relative_information_score: 1568.494, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4661, predictive_accuracy: 0.4694, prior_entropy: 2.3005, recall: 0.4694, relative_absolute_error: 0.7053, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4205, root_relative_squared_error: 1.1877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7197, f_measure: 0.5681, kappa: 0.4274, kb_relative_information_score: 2697.5375, mean_absolute_error: 0.1385, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5638, predictive_accuracy: 0.5845, prior_entropy: 2.3005, recall: 0.5845, relative_absolute_error: 0.5523, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3722, root_relative_squared_error: 1.0511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.5073, kappa: 0.3426, kb_relative_information_score: 2290.7097, mean_absolute_error: 0.1538, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5126, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.6134, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3922, root_relative_squared_error: 1.1076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7256, f_measure: 0.5721, kappa: 0.431, kb_relative_information_score: 2715.2729, mean_absolute_error: 0.1405, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5684, predictive_accuracy: 0.5785, prior_entropy: 2.3005, recall: 0.5785, relative_absolute_error: 0.5603, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3749, root_relative_squared_error: 1.0587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5193, f_measure: 0.2757, kappa: 0.0346, kb_relative_information_score: 655.4488, mean_absolute_error: 0.2336, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2741, predictive_accuracy: 0.2991, prior_entropy: 2.3005, recall: 0.2991, relative_absolute_error: 0.9317, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4834, root_relative_squared_error: 1.3651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5233, f_measure: 0.2657, kappa: 0.0383, kb_relative_information_score: 499.6847, mean_absolute_error: 0.2461, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2772, predictive_accuracy: 0.2617, prior_entropy: 2.3005, recall: 0.2617, relative_absolute_error: 0.9814, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4961, root_relative_squared_error: 1.4011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4807, f_measure: 0.2338, kappa: -0.0358, kb_relative_information_score: 366.5042, mean_absolute_error: 0.2484, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2229, predictive_accuracy: 0.2548, prior_entropy: 2.3005, recall: 0.2548, relative_absolute_error: 0.9905, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4984, root_relative_squared_error: 1.4076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5831, f_measure: 0.3814, kappa: 0.1659, kb_relative_information_score: 1419.3975, mean_absolute_error: 0.1952, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3777, predictive_accuracy: 0.4144, prior_entropy: 2.3005, recall: 0.4144, relative_absolute_error: 0.7785, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4418, root_relative_squared_error: 1.2479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5873, f_measure: 0.3697, kappa: 0.1615, kb_relative_information_score: 1249.2111, mean_absolute_error: 0.2076, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3722, predictive_accuracy: 0.3771, prior_entropy: 2.3005, recall: 0.3771, relative_absolute_error: 0.828, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4557, root_relative_squared_error: 1.2869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.592, f_measure: 0.3832, kappa: 0.1739, kb_relative_information_score: 1360.311, mean_absolute_error: 0.2007, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3817, predictive_accuracy: 0.3978, prior_entropy: 2.3005, recall: 0.3978, relative_absolute_error: 0.8004, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.448, root_relative_squared_error: 1.2653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.535, kappa: 0.0804, kb_relative_information_score: 1304.5246, mean_absolute_error: 0.1882, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4354, prior_entropy: 2.3005, recall: 0.4354, relative_absolute_error: 0.7505, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4338, root_relative_squared_error: 1.2252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7121, f_measure: 0.5508, kappa: 0.4036, kb_relative_information_score: 2551.0594, mean_absolute_error: 0.1471, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5472, predictive_accuracy: 0.5587, prior_entropy: 2.3005, recall: 0.5587, relative_absolute_error: 0.5866, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3835, root_relative_squared_error: 1.0832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.2546, kappa: -0.0041, kb_relative_information_score: 464.0861, mean_absolute_error: 0.2427, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2428, predictive_accuracy: 0.272, prior_entropy: 2.3005, recall: 0.272, relative_absolute_error: 0.9677, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4926, root_relative_squared_error: 1.3913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5478, kappa: 0.1088, kb_relative_information_score: 1439.8342, mean_absolute_error: 0.1813, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4562, prior_entropy: 2.3005, recall: 0.4562, relative_absolute_error: 0.7229, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4258, root_relative_squared_error: 1.2024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4727, f_measure: 0.223, kappa: -0.0467, kb_relative_information_score: 293.8106, mean_absolute_error: 0.2537, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2171, predictive_accuracy: 0.2388, prior_entropy: 2.3005, recall: 0.2388, relative_absolute_error: 1.0118, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5037, root_relative_squared_error: 1.4226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7194, f_measure: 0.5654, kappa: 0.4236, kb_relative_information_score: 2671.4514, mean_absolute_error: 0.1402, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5613, predictive_accuracy: 0.5793, prior_entropy: 2.3005, recall: 0.5793, relative_absolute_error: 0.5593, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3745, root_relative_squared_error: 1.0577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6944, f_measure: 0.5427, kappa: 0.3892, kb_relative_information_score: 2549.8727, mean_absolute_error: 0.1451, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5414, predictive_accuracy: 0.5647, prior_entropy: 2.3005, recall: 0.5647, relative_absolute_error: 0.5786, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3809, root_relative_squared_error: 1.0758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5906, f_measure: 0.3815, kappa: 0.1723, kb_relative_information_score: 1346.7861, mean_absolute_error: 0.2031, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3833, predictive_accuracy: 0.3908, prior_entropy: 2.3005, recall: 0.3908, relative_absolute_error: 0.8098, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4506, root_relative_squared_error: 1.2727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4883, kappa: -0.0247, kb_relative_information_score: 785.9838, mean_absolute_error: 0.217, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.3491, prior_entropy: 2.3005, recall: 0.3491, relative_absolute_error: 0.8652, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4658, root_relative_squared_error: 1.3155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7232, f_measure: 0.5745, kappa: 0.4348, kb_relative_information_score: 2751.962, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.57, predictive_accuracy: 0.5888, prior_entropy: 2.3005, recall: 0.5888, relative_absolute_error: 0.5467, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3702, root_relative_squared_error: 1.0457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6183, f_measure: 0.4438, kappa: 0.2501, kb_relative_information_score: 1921.2386, mean_absolute_error: 0.1665, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4702, predictive_accuracy: 0.5005, prior_entropy: 2.3005, recall: 0.5005, relative_absolute_error: 0.664, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.408, root_relative_squared_error: 1.1524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6789, f_measure: 0.529, kappa: 0.3696, kb_relative_information_score: 2478.1365, mean_absolute_error: 0.1448, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5473, predictive_accuracy: 0.5657, prior_entropy: 2.3005, recall: 0.5657, relative_absolute_error: 0.5773, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3805, root_relative_squared_error: 1.0746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5066, f_measure: 0.2591, kappa: 0.0094, kb_relative_information_score: 506.3301, mean_absolute_error: 0.2423, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2603, predictive_accuracy: 0.273, prior_entropy: 2.3005, recall: 0.273, relative_absolute_error: 0.9664, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4923, root_relative_squared_error: 1.3903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, kappa: 0.0014, kb_relative_information_score: 1098.9904, mean_absolute_error: 0.1941, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4176, prior_entropy: 2.3005, recall: 0.4176, relative_absolute_error: 0.7741, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4406, root_relative_squared_error: 1.2444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7145, f_measure: 0.5571, kappa: 0.4126, kb_relative_information_score: 2606.6703, mean_absolute_error: 0.143, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5519, predictive_accuracy: 0.5709, prior_entropy: 2.3005, recall: 0.5709, relative_absolute_error: 0.5703, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3782, root_relative_squared_error: 1.0681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7262, f_measure: 0.5687, kappa: 0.4268, kb_relative_information_score: 2672.1867, mean_absolute_error: 0.1427, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.567, predictive_accuracy: 0.5719, prior_entropy: 2.3005, recall: 0.5719, relative_absolute_error: 0.569, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3777, root_relative_squared_error: 1.0669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4791, f_measure: 0.2369, kappa: -0.0376, kb_relative_information_score: 405.3504, mean_absolute_error: 0.2458, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2229, predictive_accuracy: 0.2627, prior_entropy: 2.3005, recall: 0.2627, relative_absolute_error: 0.9801, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4958, root_relative_squared_error: 1.4002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5885, f_measure: 0.3904, kappa: 0.1848, kb_relative_information_score: 1614.9795, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4231, predictive_accuracy: 0.4644, prior_entropy: 2.3005, recall: 0.4644, relative_absolute_error: 0.712, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4225, root_relative_squared_error: 1.1934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1096.5109, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.7744, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4407, root_relative_squared_error: 1.2445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6925, f_measure: 0.5335, kappa: 0.3792, kb_relative_information_score: 2459.9373, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5346, predictive_accuracy: 0.5557, prior_entropy: 2.3005, recall: 0.5557, relative_absolute_error: 0.5905, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3848, root_relative_squared_error: 1.0868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4839, f_measure: 0.23, kappa: -0.0281, kb_relative_information_score: 334.4414, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2293, predictive_accuracy: 0.2432, prior_entropy: 2.3005, recall: 0.2432, relative_absolute_error: 1.006, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.4185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5996, f_measure: 0.4005, kappa: 0.1951, kb_relative_information_score: 1522.2076, mean_absolute_error: 0.193, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3929, predictive_accuracy: 0.4209, prior_entropy: 2.3005, recall: 0.4209, relative_absolute_error: 0.7698, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4394, root_relative_squared_error: 1.2409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5429, kappa: 0.0985, kb_relative_information_score: 1414.136, mean_absolute_error: 0.182, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4539, prior_entropy: 2.3005, recall: 0.4539, relative_absolute_error: 0.7259, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4267, root_relative_squared_error: 1.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5668, kappa: 0.145, kb_relative_information_score: 1519.5161, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4631, prior_entropy: 2.3005, recall: 0.4631, relative_absolute_error: 0.7137, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4231, root_relative_squared_error: 1.1948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7258, f_measure: 0.5673, kappa: 0.4247, kb_relative_information_score: 2658.9676, mean_absolute_error: 0.1438, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5678, predictive_accuracy: 0.5685, prior_entropy: 2.3005, recall: 0.5685, relative_absolute_error: 0.5736, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3793, root_relative_squared_error: 1.0711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5844, kappa: 0.1829, kb_relative_information_score: 1662.5974, mean_absolute_error: 0.1745, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4766, prior_entropy: 2.3005, recall: 0.4766, relative_absolute_error: 0.6957, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4177, root_relative_squared_error: 1.1796,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1096.5109, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.7744, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4407, root_relative_squared_error: 1.2445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.582, f_measure: 0.3716, kappa: 0.1619, kb_relative_information_score: 1394.1044, mean_absolute_error: 0.1949, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3711, predictive_accuracy: 0.4152, prior_entropy: 2.3005, recall: 0.4152, relative_absolute_error: 0.7774, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4415, root_relative_squared_error: 1.247,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5831, f_measure: 0.3883, kappa: 0.1812, kb_relative_information_score: 1666.2693, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4161, predictive_accuracy: 0.4784, prior_entropy: 2.3005, recall: 0.4784, relative_absolute_error: 0.6933, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.417, root_relative_squared_error: 1.1776,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1096.5109, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.7744, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4407, root_relative_squared_error: 1.2445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6717, f_measure: 0.5066, kappa: 0.3417, kb_relative_information_score: 2276.7644, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5104, predictive_accuracy: 0.5363, prior_entropy: 2.3005, recall: 0.5363, relative_absolute_error: 0.6164, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3932, root_relative_squared_error: 1.1104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4702, f_measure: 0.2156, kappa: -0.0535, kb_relative_information_score: 215.8275, mean_absolute_error: 0.2575, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2105, predictive_accuracy: 0.2275, prior_entropy: 2.3005, recall: 0.2275, relative_absolute_error: 1.0268, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5074, root_relative_squared_error: 1.4331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5348, f_measure: 0.3183, kappa: 0.0729, kb_relative_information_score: 1042.4089, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3184, predictive_accuracy: 0.3686, prior_entropy: 2.3005, recall: 0.3686, relative_absolute_error: 0.8393, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4588, root_relative_squared_error: 1.2957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7283, f_measure: 0.5744, kappa: 0.434, kb_relative_information_score: 2727.0276, mean_absolute_error: 0.1406, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5723, predictive_accuracy: 0.5783, prior_entropy: 2.3005, recall: 0.5783, relative_absolute_error: 0.5606, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3749, root_relative_squared_error: 1.0589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1096.5109, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.7744, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4407, root_relative_squared_error: 1.2445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4654, f_measure: 0.2156, kappa: -0.0612, kb_relative_information_score: 268.6175, mean_absolute_error: 0.2538, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2028, predictive_accuracy: 0.2386, prior_entropy: 2.3005, recall: 0.2386, relative_absolute_error: 1.0121, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5038, root_relative_squared_error: 1.4228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6083, f_measure: 0.4193, kappa: 0.2197, kb_relative_information_score: 1697.7853, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4177, predictive_accuracy: 0.4488, prior_entropy: 2.3005, recall: 0.4488, relative_absolute_error: 0.7326, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4286, root_relative_squared_error: 1.2106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5016, f_measure: 0.2578, kappa: 0.0006, kb_relative_information_score: 490.2019, mean_absolute_error: 0.2413, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2491, predictive_accuracy: 0.2762, prior_entropy: 2.3005, recall: 0.2762, relative_absolute_error: 0.9621, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4912, root_relative_squared_error: 1.3872,

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

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From your own software

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

OpenML APIs