OpenML
Supervised Classification on artificial-characters

Supervised Classification on artificial-characters

Task 14964 Supervised Classification artificial-characters 11744 runs submitted
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  • OpenML100 study_107 study_123 study_14 study_50
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 823.014, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.1386, prior_entropy: 3.2849, recall: 0.1386, relative_absolute_error: 0.9625, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4151, root_relative_squared_error: 1.3874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7299, f_measure: 0.5087, kappa: 0.4584, kb_relative_information_score: 5015.6008, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.5393, predictive_accuracy: 0.5134, prior_entropy: 3.2849, recall: 0.5134, relative_absolute_error: 0.5437, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.312, root_relative_squared_error: 1.0428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6942, f_measure: 0.4431, kappa: 0.3881, kb_relative_information_score: 4334.8355, mean_absolute_error: 0.1097, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4592, predictive_accuracy: 0.4517, prior_entropy: 3.2849, recall: 0.4517, relative_absolute_error: 0.6127, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3312, root_relative_squared_error: 1.1069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.658, f_measure: 0.3751, kappa: 0.3153, kb_relative_information_score: 3615.0919, mean_absolute_error: 0.1225, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.3942, predictive_accuracy: 0.3874, prior_entropy: 3.2849, recall: 0.3874, relative_absolute_error: 0.6845, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.35, root_relative_squared_error: 1.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6631, f_measure: 0.3847, kappa: 0.3257, kb_relative_information_score: 3711.3723, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4056, predictive_accuracy: 0.3968, prior_entropy: 3.2849, recall: 0.3968, relative_absolute_error: 0.674, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3473, root_relative_squared_error: 1.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6852, f_measure: 0.4262, kappa: 0.3697, kb_relative_information_score: 4147.4226, mean_absolute_error: 0.113, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4436, predictive_accuracy: 0.4352, prior_entropy: 3.2849, recall: 0.4352, relative_absolute_error: 0.631, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3361, root_relative_squared_error: 1.1234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6902, f_measure: 0.4357, kappa: 0.3796, kb_relative_information_score: 4234.4228, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4546, predictive_accuracy: 0.4445, prior_entropy: 3.2849, recall: 0.4445, relative_absolute_error: 0.6206, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3333, root_relative_squared_error: 1.1141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8155, f_measure: 0.6683, kappa: 0.6305, kb_relative_information_score: 6660.6856, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.6716, predictive_accuracy: 0.669, prior_entropy: 3.2849, recall: 0.669, relative_absolute_error: 0.3698, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2573, root_relative_squared_error: 0.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6801, f_measure: 0.4165, kappa: 0.3596, kb_relative_information_score: 4048.1291, mean_absolute_error: 0.1147, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4332, predictive_accuracy: 0.4263, prior_entropy: 3.2849, recall: 0.4263, relative_absolute_error: 0.641, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3387, root_relative_squared_error: 1.1322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9128, f_measure: 0.8429, kappa: 0.8244, kb_relative_information_score: 8496.972, mean_absolute_error: 0.0314, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.8436, predictive_accuracy: 0.8428, prior_entropy: 3.2849, recall: 0.8428, relative_absolute_error: 0.1756, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.5926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6683, f_measure: 0.371, kappa: 0.3362, kb_relative_information_score: 3776.7214, mean_absolute_error: 0.1181, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4245, predictive_accuracy: 0.4096, prior_entropy: 3.2849, recall: 0.4096, relative_absolute_error: 0.6597, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3436, root_relative_squared_error: 1.1486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4942, f_measure: 0.083, kappa: -0.0121, kb_relative_information_score: 476.6348, mean_absolute_error: 0.1812, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.0901, predictive_accuracy: 0.0938, prior_entropy: 3.2849, recall: 0.0938, relative_absolute_error: 1.0125, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4257, root_relative_squared_error: 1.4231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7576, f_measure: 0.5367, kappa: 0.5175, kb_relative_information_score: 5544.1235, mean_absolute_error: 0.0857, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.5909, predictive_accuracy: 0.5714, prior_entropy: 3.2849, recall: 0.5714, relative_absolute_error: 0.4788, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2928, root_relative_squared_error: 0.9786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9311, f_measure: 0.8757, kappa: 0.8612, kb_relative_information_score: 8847.6214, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.8759, predictive_accuracy: 0.8758, prior_entropy: 3.2849, recall: 0.8758, relative_absolute_error: 0.1388, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.1576, root_relative_squared_error: 0.5268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5027, f_measure: 0.1033, kappa: 0.005, kb_relative_information_score: 657.9881, mean_absolute_error: 0.1777, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.1203, predictive_accuracy: 0.1115, prior_entropy: 3.2849, recall: 0.1115, relative_absolute_error: 0.9927, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4216, root_relative_squared_error: 1.4091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.679, f_measure: 0.4127, kappa: 0.3575, kb_relative_information_score: 4031.2348, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4295, predictive_accuracy: 0.4244, prior_entropy: 3.2849, recall: 0.4244, relative_absolute_error: 0.6431, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3393, root_relative_squared_error: 1.1341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8422, f_measure: 0.7166, kappa: 0.6831, kb_relative_information_score: 7152.7242, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.7201, predictive_accuracy: 0.7161, prior_entropy: 3.2849, recall: 0.7161, relative_absolute_error: 0.3172, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2383, root_relative_squared_error: 0.7965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5149, f_measure: 0.1268, kappa: 0.0298, kb_relative_information_score: 928.9586, mean_absolute_error: 0.1724, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.1249, predictive_accuracy: 0.1382, prior_entropy: 3.2849, recall: 0.1382, relative_absolute_error: 0.9629, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4152, root_relative_squared_error: 1.3877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5553, f_measure: 0.1931, kappa: 0.1103, kb_relative_information_score: 1662.9599, mean_absolute_error: 0.1586, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.1883, predictive_accuracy: 0.2069, prior_entropy: 3.2849, recall: 0.2069, relative_absolute_error: 0.8861, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3983, root_relative_squared_error: 1.3313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7684, f_measure: 0.5754, kappa: 0.5356, kb_relative_information_score: 5780.9274, mean_absolute_error: 0.0835, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.608, predictive_accuracy: 0.5826, prior_entropy: 3.2849, recall: 0.5826, relative_absolute_error: 0.4664, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2889, root_relative_squared_error: 0.9658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8342, f_measure: 0.7024, kappa: 0.6671, kb_relative_information_score: 7005.6296, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.7113, predictive_accuracy: 0.7016, prior_entropy: 3.2849, recall: 0.7016, relative_absolute_error: 0.3334, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2443, root_relative_squared_error: 0.8166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5915, kappa: 0.1824, kb_relative_information_score: 2323.3946, mean_absolute_error: 0.1439, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.2805, prior_entropy: 3.2849, recall: 0.2805, relative_absolute_error: 0.8039, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3793, root_relative_squared_error: 1.268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.758, f_measure: 0.5531, kappa: 0.5149, kb_relative_information_score: 5570.4722, mean_absolute_error: 0.0871, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.588, predictive_accuracy: 0.5643, prior_entropy: 3.2849, recall: 0.5643, relative_absolute_error: 0.4868, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2952, root_relative_squared_error: 0.9867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5305, kappa: 0.0607, kb_relative_information_score: 1228.8303, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.1702, prior_entropy: 3.2849, recall: 0.1702, relative_absolute_error: 0.9271, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4074, root_relative_squared_error: 1.3617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.657, f_measure: 0.3714, kappa: 0.3132, kb_relative_information_score: 3583.2581, mean_absolute_error: 0.1228, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.3912, predictive_accuracy: 0.3861, prior_entropy: 3.2849, recall: 0.3861, relative_absolute_error: 0.6859, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3504, root_relative_squared_error: 1.1713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6346, f_measure: 0.3177, kappa: 0.2684, kb_relative_information_score: 3137.1153, mean_absolute_error: 0.1304, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.3405, predictive_accuracy: 0.3479, prior_entropy: 3.2849, recall: 0.3479, relative_absolute_error: 0.7286, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3611, root_relative_squared_error: 1.2071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9196, f_measure: 0.8549, kappa: 0.838, kb_relative_information_score: 8623.878, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.8554, predictive_accuracy: 0.855, prior_entropy: 3.2849, recall: 0.855, relative_absolute_error: 0.162, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.1703, root_relative_squared_error: 0.5693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5831, kappa: 0.1658, kb_relative_information_score: 2177.5397, mean_absolute_error: 0.1464, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.2678, prior_entropy: 3.2849, recall: 0.2678, relative_absolute_error: 0.8181, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3827, root_relative_squared_error: 1.2792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6515, f_measure: 0.3531, kappa: 0.3021, kb_relative_information_score: 3460.7169, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.3806, predictive_accuracy: 0.3773, prior_entropy: 3.2849, recall: 0.3773, relative_absolute_error: 0.6958, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3529, root_relative_squared_error: 1.1796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6222, f_measure: 0.3178, kappa: 0.2444, kb_relative_information_score: 2950.239, mean_absolute_error: 0.1351, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.328, predictive_accuracy: 0.3246, prior_entropy: 3.2849, recall: 0.3246, relative_absolute_error: 0.7546, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3675, root_relative_squared_error: 1.2285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5031, f_measure: 0.0966, kappa: 0.0054, kb_relative_information_score: 688.4241, mean_absolute_error: 0.1765, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.1457, predictive_accuracy: 0.1173, prior_entropy: 3.2849, recall: 0.1173, relative_absolute_error: 0.9862, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4202, root_relative_squared_error: 1.4044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6145, f_measure: 0.3, kappa: 0.2286, kb_relative_information_score: 2789.2528, mean_absolute_error: 0.1381, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.3153, predictive_accuracy: 0.3097, prior_entropy: 3.2849, recall: 0.3097, relative_absolute_error: 0.7712, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3716, root_relative_squared_error: 1.2419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6269, f_measure: 0.2944, kappa: 0.2531, kb_relative_information_score: 2987.4144, mean_absolute_error: 0.1328, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.3252, predictive_accuracy: 0.3361, prior_entropy: 3.2849, recall: 0.3361, relative_absolute_error: 0.7418, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3644, root_relative_squared_error: 1.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.892, f_measure: 0.8056, kappa: 0.7826, kb_relative_information_score: 8092.0326, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.8071, predictive_accuracy: 0.8053, prior_entropy: 3.2849, recall: 0.8053, relative_absolute_error: 0.2175, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.6595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8323, f_measure: 0.6991, kappa: 0.6634, kb_relative_information_score: 6969.2707, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.7072, predictive_accuracy: 0.6983, prior_entropy: 3.2849, recall: 0.6983, relative_absolute_error: 0.3371, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2457, root_relative_squared_error: 0.8211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9072, kappa: 0.8964, kb_relative_information_score: 9196.6022, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.9072, predictive_accuracy: 0.9073, prior_entropy: 3.2849, recall: 0.9073, relative_absolute_error: 0.1035, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.1361, root_relative_squared_error: 0.4551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7554, f_measure: 0.5425, kappa: 0.511, kb_relative_information_score: 5518.3088, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.5655, predictive_accuracy: 0.5623, prior_entropy: 3.2849, recall: 0.5623, relative_absolute_error: 0.489, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2959, root_relative_squared_error: 0.9889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 823.014, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.1386, prior_entropy: 3.2849, recall: 0.1386, relative_absolute_error: 0.9625, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4151, root_relative_squared_error: 1.3874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5766, kappa: 0.1528, kb_relative_information_score: 2062.0809, mean_absolute_error: 0.1486, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.2571, prior_entropy: 3.2849, recall: 0.2571, relative_absolute_error: 0.83, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3855, root_relative_squared_error: 1.2884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.546, f_measure: 0.1743, kappa: 0.0915, kb_relative_information_score: 1479.3504, mean_absolute_error: 0.1624, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.178, predictive_accuracy: 0.1879, prior_entropy: 3.2849, recall: 0.1879, relative_absolute_error: 0.9073, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.403, root_relative_squared_error: 1.3471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5937, kappa: 0.1867, kb_relative_information_score: 2359.902, mean_absolute_error: 0.1433, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.2834, prior_entropy: 3.2849, recall: 0.2834, relative_absolute_error: 0.8006, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3786, root_relative_squared_error: 1.2654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4589, kappa: -0.0818, kb_relative_information_score: -102.3507, mean_absolute_error: 0.1922, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.039, prior_entropy: 3.2849, recall: 0.039, relative_absolute_error: 1.0737, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4384, root_relative_squared_error: 1.4654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5044, f_measure: 0.1059, kappa: 0.0085, kb_relative_information_score: 691.7138, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.1137, predictive_accuracy: 0.1144, prior_entropy: 3.2849, recall: 0.1144, relative_absolute_error: 0.9895, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4209, root_relative_squared_error: 1.4067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7416, f_measure: 0.5291, kappa: 0.4818, kb_relative_information_score: 5245.5392, mean_absolute_error: 0.0931, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.556, predictive_accuracy: 0.5344, prior_entropy: 3.2849, recall: 0.5344, relative_absolute_error: 0.5203, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3052, root_relative_squared_error: 1.0201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.831, f_measure: 0.6967, kappa: 0.6608, kb_relative_information_score: 6954.063, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.71, predictive_accuracy: 0.6959, prior_entropy: 3.2849, recall: 0.6959, relative_absolute_error: 0.3397, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2466, root_relative_squared_error: 0.8243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.83, f_measure: 0.695, kappa: 0.6588, kb_relative_information_score: 6926.5075, mean_absolute_error: 0.0611, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.7058, predictive_accuracy: 0.6943, prior_entropy: 3.2849, recall: 0.6943, relative_absolute_error: 0.3416, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2473, root_relative_squared_error: 0.8266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6419, f_measure: 0.355, kappa: 0.2843, kb_relative_information_score: 3323.7442, mean_absolute_error: 0.1275, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.3664, predictive_accuracy: 0.3627, prior_entropy: 3.2849, recall: 0.3627, relative_absolute_error: 0.7121, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.357, root_relative_squared_error: 1.1934,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 823.014, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.1386, prior_entropy: 3.2849, recall: 0.1386, relative_absolute_error: 0.9625, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4151, root_relative_squared_error: 1.3874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6285, f_measure: 0.3464, kappa: 0.2573, kb_relative_information_score: 3075.627, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.3922, predictive_accuracy: 0.3379, prior_entropy: 3.2849, recall: 0.3379, relative_absolute_error: 0.7397, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3639, root_relative_squared_error: 1.2163,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 823.014, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.1386, prior_entropy: 3.2849, recall: 0.1386, relative_absolute_error: 0.9625, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4151, root_relative_squared_error: 1.3874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.775, f_measure: 0.5896, kappa: 0.5491, kb_relative_information_score: 5909.8596, mean_absolute_error: 0.081, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.6168, predictive_accuracy: 0.595, prior_entropy: 3.2849, recall: 0.595, relative_absolute_error: 0.4525, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2846, root_relative_squared_error: 0.9513,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6117, f_measure: 0.2405, kappa: 0.2227, kb_relative_information_score: 2690.4291, mean_absolute_error: 0.1374, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.266, predictive_accuracy: 0.3128, prior_entropy: 3.2849, recall: 0.3128, relative_absolute_error: 0.7678, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3707, root_relative_squared_error: 1.2392,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6082, f_measure: 0.2274, kappa: 0.2157, kb_relative_information_score: 2624.3358, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.25, predictive_accuracy: 0.3072, prior_entropy: 3.2849, recall: 0.3072, relative_absolute_error: 0.7741, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3722, root_relative_squared_error: 1.2442,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5656, kappa: 0.1307, kb_relative_information_score: 1865.2378, mean_absolute_error: 0.1522, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.239, prior_entropy: 3.2849, recall: 0.239, relative_absolute_error: 0.8503, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3901, root_relative_squared_error: 1.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7716, f_measure: 0.5833, kappa: 0.5424, kb_relative_information_score: 5850.3451, mean_absolute_error: 0.0822, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.6122, predictive_accuracy: 0.5889, prior_entropy: 3.2849, recall: 0.5889, relative_absolute_error: 0.4594, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2868, root_relative_squared_error: 0.9585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6798, f_measure: 0.4154, kappa: 0.3589, kb_relative_information_score: 4039.5896, mean_absolute_error: 0.1149, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4315, predictive_accuracy: 0.4257, prior_entropy: 3.2849, recall: 0.4257, relative_absolute_error: 0.6416, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3389, root_relative_squared_error: 1.1328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5604, f_measure: 0.2053, kappa: 0.1211, kb_relative_information_score: 1786.1145, mean_absolute_error: 0.1565, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.2196, predictive_accuracy: 0.2176, prior_entropy: 3.2849, recall: 0.2176, relative_absolute_error: 0.8742, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3956, root_relative_squared_error: 1.3223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5798, kappa: 0.1591, kb_relative_information_score: 2116.7586, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.258, prior_entropy: 3.2849, recall: 0.258, relative_absolute_error: 0.8291, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3852, root_relative_squared_error: 1.2877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7908, f_measure: 0.6204, kappa: 0.5811, kb_relative_information_score: 6208.076, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.6341, predictive_accuracy: 0.6242, prior_entropy: 3.2849, recall: 0.6242, relative_absolute_error: 0.4199, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2742, root_relative_squared_error: 0.9164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4587, kappa: -0.0823, kb_relative_information_score: -108.1028, mean_absolute_error: 0.1922, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.039, prior_entropy: 3.2849, recall: 0.039, relative_absolute_error: 1.0737, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4384, root_relative_squared_error: 1.4654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5032, f_measure: 0.1024, kappa: 0.0058, kb_relative_information_score: 664.0954, mean_absolute_error: 0.1775, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.1194, predictive_accuracy: 0.1126, prior_entropy: 3.2849, recall: 0.1126, relative_absolute_error: 0.9914, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4213, root_relative_squared_error: 1.4081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5745, f_measure: 0.2309, kappa: 0.1487, kb_relative_information_score: 2024.2784, mean_absolute_error: 0.152, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.2317, predictive_accuracy: 0.2399, prior_entropy: 3.2849, recall: 0.2399, relative_absolute_error: 0.8493, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3899, root_relative_squared_error: 1.3033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7923, f_measure: 0.6213, kappa: 0.5839, kb_relative_information_score: 6238.668, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.6412, predictive_accuracy: 0.6265, prior_entropy: 3.2849, recall: 0.6265, relative_absolute_error: 0.4173, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2733, root_relative_squared_error: 0.9135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7527, f_measure: 0.5568, kappa: 0.5061, kb_relative_information_score: 5479.5594, mean_absolute_error: 0.0883, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.5617, predictive_accuracy: 0.5583, prior_entropy: 3.2849, recall: 0.5583, relative_absolute_error: 0.4935, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2972, root_relative_squared_error: 0.9935,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6288, f_measure: 0.3041, kappa: 0.2568, kb_relative_information_score: 3025.471, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.3269, predictive_accuracy: 0.3379, prior_entropy: 3.2849, recall: 0.3379, relative_absolute_error: 0.7397, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3639, root_relative_squared_error: 1.2163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6939, f_measure: 0.4424, kappa: 0.3874, kb_relative_information_score: 4328.1858, mean_absolute_error: 0.1098, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4585, predictive_accuracy: 0.451, prior_entropy: 3.2849, recall: 0.451, relative_absolute_error: 0.6134, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3314, root_relative_squared_error: 1.1076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6757, f_measure: 0.4071, kappa: 0.3506, kb_relative_information_score: 3949.3874, mean_absolute_error: 0.1162, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4276, predictive_accuracy: 0.419, prior_entropy: 3.2849, recall: 0.419, relative_absolute_error: 0.6492, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3409, root_relative_squared_error: 1.1395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5087, kappa: 0.0176, kb_relative_information_score: 972.448, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.1533, prior_entropy: 3.2849, recall: 0.1533, relative_absolute_error: 0.9461, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4115, root_relative_squared_error: 1.3755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5623, f_measure: 0.208, kappa: 0.1242, kb_relative_information_score: 1793.1587, mean_absolute_error: 0.1563, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.2066, predictive_accuracy: 0.2183, prior_entropy: 3.2849, recall: 0.2183, relative_absolute_error: 0.8733, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3954, root_relative_squared_error: 1.3216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8247, f_measure: 0.685, kappa: 0.6484, kb_relative_information_score: 6834.899, mean_absolute_error: 0.063, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.6962, predictive_accuracy: 0.6848, prior_entropy: 3.2849, recall: 0.6848, relative_absolute_error: 0.3522, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.8393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5051, f_measure: 0.1048, kappa: 0.0099, kb_relative_information_score: 699.8821, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.1216, predictive_accuracy: 0.115, prior_entropy: 3.2849, recall: 0.115, relative_absolute_error: 0.9888, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4207, root_relative_squared_error: 1.4063,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.459, kappa: -0.0816, kb_relative_information_score: -100.6995, mean_absolute_error: 0.1921, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.0395, prior_entropy: 3.2849, recall: 0.0395, relative_absolute_error: 1.0731, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4383, root_relative_squared_error: 1.465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7386, f_measure: 0.5232, kappa: 0.4759, kb_relative_information_score: 5188.5863, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.5487, predictive_accuracy: 0.5292, prior_entropy: 3.2849, recall: 0.5292, relative_absolute_error: 0.5261, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3069, root_relative_squared_error: 1.0257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.765, f_measure: 0.5768, kappa: 0.5304, kb_relative_information_score: 5725.0334, mean_absolute_error: 0.0841, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.5839, predictive_accuracy: 0.5794, prior_entropy: 3.2849, recall: 0.5794, relative_absolute_error: 0.47, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.29, root_relative_squared_error: 0.9695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5103, f_measure: 0.1137, kappa: 0.0202, kb_relative_information_score: 784.0948, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.1265, predictive_accuracy: 0.1225, prior_entropy: 3.2849, recall: 0.1225, relative_absolute_error: 0.9804, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4189, root_relative_squared_error: 1.4003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5209, f_measure: 0.1456, kappa: 0.0409, kb_relative_information_score: 963.7156, mean_absolute_error: 0.1719, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.2057, predictive_accuracy: 0.1407, prior_entropy: 3.2849, recall: 0.1407, relative_absolute_error: 0.96, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4146, root_relative_squared_error: 1.3857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6775, f_measure: 0.4123, kappa: 0.3544, kb_relative_information_score: 3998.6518, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4302, predictive_accuracy: 0.4218, prior_entropy: 3.2849, recall: 0.4218, relative_absolute_error: 0.646, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3401, root_relative_squared_error: 1.1367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8158, f_measure: 0.6673, kappa: 0.6307, kb_relative_information_score: 6672.1392, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.6914, predictive_accuracy: 0.6688, prior_entropy: 3.2849, recall: 0.6688, relative_absolute_error: 0.37, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2574, root_relative_squared_error: 0.8603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5956, kappa: 0.1906, kb_relative_information_score: 2393.881, mean_absolute_error: 0.1427, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.2863, prior_entropy: 3.2849, recall: 0.2863, relative_absolute_error: 0.7975, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3778, root_relative_squared_error: 1.2629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7202, f_measure: 0.4981, kappa: 0.4412, kb_relative_information_score: 4863.6217, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.5055, predictive_accuracy: 0.5003, prior_entropy: 3.2849, recall: 0.5003, relative_absolute_error: 0.5583, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3161, root_relative_squared_error: 1.0567,

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