Task
Supervised Classification on JapaneseVowels

Supervised Classification on JapaneseVowels

Task 3510 Supervised Classification JapaneseVowels 11359 runs submitted
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  • OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.8543, kappa: 0.8352, kb_relative_information_score: 0.8518, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.1962, weighted_recall: 0.8545, number_of_instances: 9961, precision: 0.8543, predictive_accuracy: 0.8545, prior_entropy: 3.1321, relative_absolute_error: 0.1846, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1589, root_relative_squared_error: 0.5073, unweighted_recall: 0.8478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.7804, kappa: 0.7522, kb_relative_information_score: 0.7727, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.1962, weighted_recall: 0.7813, number_of_instances: 9961, precision: 0.7797, predictive_accuracy: 0.7813, prior_entropy: 3.1321, relative_absolute_error: 0.2923, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1898, root_relative_squared_error: 0.606, unweighted_recall: 0.7723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.8281, kappa: 0.8061, kb_relative_information_score: 0.8169, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.1962, weighted_recall: 0.8289, number_of_instances: 9961, precision: 0.8276, predictive_accuracy: 0.8289, prior_entropy: 3.1321, relative_absolute_error: 0.2379, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1659, root_relative_squared_error: 0.5296, unweighted_recall: 0.8208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9604, f_measure: 0.8325, kappa: 0.811, kb_relative_information_score: 0.828, mean_absolute_error: 0.0444, mean_prior_absolute_error: 0.1962, weighted_recall: 0.8331, number_of_instances: 9961, precision: 0.832, predictive_accuracy: 0.8331, prior_entropy: 3.1321, relative_absolute_error: 0.2261, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.5288, unweighted_recall: 0.8263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9671, f_measure: 0.8235, kappa: 0.8008, kb_relative_information_score: 0.8087, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.1962, weighted_recall: 0.8242, number_of_instances: 9961, precision: 0.823, predictive_accuracy: 0.8242, prior_entropy: 3.1321, relative_absolute_error: 0.249, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1685, root_relative_squared_error: 0.5379, unweighted_recall: 0.8165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.5797, kappa: 0.5373, kb_relative_information_score: 0.5559, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.1962, weighted_recall: 0.5934, number_of_instances: 9961, precision: 0.5872, predictive_accuracy: 0.5934, prior_entropy: 3.1321, relative_absolute_error: 0.5662, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.2389, root_relative_squared_error: 0.7627, unweighted_recall: 0.5726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.807, kappa: 0.7824, kb_relative_information_score: 0.7914, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.1962, weighted_recall: 0.8081, number_of_instances: 9961, precision: 0.8064, predictive_accuracy: 0.8081, prior_entropy: 3.1321, relative_absolute_error: 0.2725, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1748, root_relative_squared_error: 0.558, unweighted_recall: 0.7984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9561, f_measure: 0.8361, kappa: 0.815, kb_relative_information_score: 0.8352, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.1962, weighted_recall: 0.8368, number_of_instances: 9961, precision: 0.8357, predictive_accuracy: 0.8368, prior_entropy: 3.1321, relative_absolute_error: 0.2177, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1662, root_relative_squared_error: 0.5306, unweighted_recall: 0.8294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9506, f_measure: 0.7706, kappa: 0.7407, kb_relative_information_score: 0.7655, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.1962, weighted_recall: 0.7713, number_of_instances: 9961, precision: 0.7709, predictive_accuracy: 0.7713, prior_entropy: 3.1321, relative_absolute_error: 0.3104, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1903, root_relative_squared_error: 0.6075, unweighted_recall: 0.7592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.751, f_measure: 0.2569, kappa: 0.1982, kb_relative_information_score: 0.2308, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.1962, weighted_recall: 0.3031, number_of_instances: 9961, precision: 0.3199, predictive_accuracy: 0.3031, prior_entropy: 3.1321, relative_absolute_error: 0.8944, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.2967, root_relative_squared_error: 0.9474, unweighted_recall: 0.2743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.832, kappa: 0.8106, kb_relative_information_score: 0.8288, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.1962, weighted_recall: 0.8328, number_of_instances: 9961, precision: 0.8315, predictive_accuracy: 0.8328, prior_entropy: 3.1321, relative_absolute_error: 0.2309, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.5287, unweighted_recall: 0.8257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.7492, kappa: 0.7173, kb_relative_information_score: 0.7275, mean_absolute_error: 0.0735, mean_prior_absolute_error: 0.1962, weighted_recall: 0.7505, number_of_instances: 9961, precision: 0.7486, predictive_accuracy: 0.7505, prior_entropy: 3.1321, relative_absolute_error: 0.3745, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.6299, unweighted_recall: 0.7435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9575, f_measure: 0.8638, kappa: 0.8459, kb_relative_information_score: 0.8631, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.1962, weighted_recall: 0.864, number_of_instances: 9961, precision: 0.8639, predictive_accuracy: 0.864, prior_entropy: 3.1321, relative_absolute_error: 0.1704, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1544, root_relative_squared_error: 0.4931, unweighted_recall: 0.8585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9624, f_measure: 0.7948, kappa: 0.7695, kb_relative_information_score: 0.779, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.1962, weighted_recall: 0.7967, number_of_instances: 9961, precision: 0.794, predictive_accuracy: 0.7967, prior_entropy: 3.1321, relative_absolute_error: 0.3011, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.577, unweighted_recall: 0.7877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9614, f_measure: 0.7838, kappa: 0.7566, kb_relative_information_score: 0.7711, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.1962, weighted_recall: 0.7853, number_of_instances: 9961, precision: 0.7833, predictive_accuracy: 0.7853, prior_entropy: 3.1321, relative_absolute_error: 0.306, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1838, root_relative_squared_error: 0.587, unweighted_recall: 0.7754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.6913, kappa: 0.6524, kb_relative_information_score: 0.6727, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.1962, weighted_recall: 0.6933, number_of_instances: 9961, precision: 0.6904, predictive_accuracy: 0.6933, prior_entropy: 3.1321, relative_absolute_error: 0.4474, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.2142, root_relative_squared_error: 0.684, unweighted_recall: 0.681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.7374, kappa: 0.7042, kb_relative_information_score: 0.7121, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.1962, weighted_recall: 0.7391, number_of_instances: 9961, precision: 0.7365, predictive_accuracy: 0.7391, prior_entropy: 3.1321, relative_absolute_error: 0.39, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.2003, root_relative_squared_error: 0.6396, unweighted_recall: 0.7272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.8169, kappa: 0.7937, kb_relative_information_score: 0.8208, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.1962, weighted_recall: 0.818, number_of_instances: 9961, precision: 0.8164, predictive_accuracy: 0.818, prior_entropy: 3.1321, relative_absolute_error: 0.2316, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1756, root_relative_squared_error: 0.5607, unweighted_recall: 0.8079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.8106, kappa: 0.7858, kb_relative_information_score: 0.8015, mean_absolute_error: 0.0512, mean_prior_absolute_error: 0.1962, weighted_recall: 0.811, number_of_instances: 9961, precision: 0.8105, predictive_accuracy: 0.811, prior_entropy: 3.1321, relative_absolute_error: 0.2608, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.5559, unweighted_recall: 0.8003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9712, f_measure: 0.838, kappa: 0.8172, kb_relative_information_score: 0.836, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.1962, weighted_recall: 0.8387, number_of_instances: 9961, precision: 0.8378, predictive_accuracy: 0.8387, prior_entropy: 3.1321, relative_absolute_error: 0.2183, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1595, root_relative_squared_error: 0.5091, unweighted_recall: 0.8317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8979, f_measure: 0.5452, kappa: 0.4855, kb_relative_information_score: 0.4998, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.1962, weighted_recall: 0.549, number_of_instances: 9961, precision: 0.5595, predictive_accuracy: 0.549, prior_entropy: 3.1321, relative_absolute_error: 0.6289, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.8017, unweighted_recall: 0.5281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9691, f_measure: 0.8416, kappa: 0.8211, kb_relative_information_score: 0.8365, mean_absolute_error: 0.0425, mean_prior_absolute_error: 0.1962, weighted_recall: 0.8421, number_of_instances: 9961, precision: 0.8414, predictive_accuracy: 0.8421, prior_entropy: 3.1321, relative_absolute_error: 0.2167, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1602, root_relative_squared_error: 0.5116, unweighted_recall: 0.8362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9481, f_measure: 0.783, kappa: 0.7549, kb_relative_information_score: 0.7803, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.1962, weighted_recall: 0.7837, number_of_instances: 9961, precision: 0.783, predictive_accuracy: 0.7837, prior_entropy: 3.1321, relative_absolute_error: 0.2835, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.5937, unweighted_recall: 0.7746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.7962, kappa: 0.7703, kb_relative_information_score: 0.7767, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.1962, weighted_recall: 0.7973, number_of_instances: 9961, precision: 0.7955, predictive_accuracy: 0.7973, prior_entropy: 3.1321, relative_absolute_error: 0.3027, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.5727, unweighted_recall: 0.7878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9497, f_measure: 0.7376, kappa: 0.7042, kb_relative_information_score: 0.7293, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.1962, weighted_recall: 0.7391, number_of_instances: 9961, precision: 0.7368, predictive_accuracy: 0.7391, prior_entropy: 3.1321, relative_absolute_error: 0.3599, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.2003, root_relative_squared_error: 0.6397, unweighted_recall: 0.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9564, f_measure: 0.8351, kappa: 0.8137, kb_relative_information_score: 0.8359, mean_absolute_error: 0.0416, mean_prior_absolute_error: 0.1962, weighted_recall: 0.8357, number_of_instances: 9961, precision: 0.8349, predictive_accuracy: 0.8357, prior_entropy: 3.1321, relative_absolute_error: 0.2122, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.165, root_relative_squared_error: 0.5268, unweighted_recall: 0.8269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, f_measure: 0.7822, kappa: 0.755, kb_relative_information_score: 0.7686, mean_absolute_error: 0.0595, mean_prior_absolute_error: 0.1962, weighted_recall: 0.784, number_of_instances: 9961, precision: 0.7814, predictive_accuracy: 0.784, prior_entropy: 3.1321, relative_absolute_error: 0.3033, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.5884, unweighted_recall: 0.7731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.7818, kappa: 0.7548, kb_relative_information_score: 0.7655, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.1962, weighted_recall: 0.7838, number_of_instances: 9961, precision: 0.781, predictive_accuracy: 0.7838, prior_entropy: 3.1321, relative_absolute_error: 0.319, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1838, root_relative_squared_error: 0.5867, unweighted_recall: 0.7744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.8098, kappa: 0.7857, kb_relative_information_score: 0.8098, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.1962, weighted_recall: 0.8109, number_of_instances: 9961, precision: 0.8091, predictive_accuracy: 0.8109, prior_entropy: 3.1321, relative_absolute_error: 0.2554, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1738, root_relative_squared_error: 0.5548, unweighted_recall: 0.8018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9576, f_measure: 0.8577, kappa: 0.8391, kb_relative_information_score: 0.8559, mean_absolute_error: 0.0353, mean_prior_absolute_error: 0.1962, weighted_recall: 0.858, number_of_instances: 9961, precision: 0.8576, predictive_accuracy: 0.858, prior_entropy: 3.1321, relative_absolute_error: 0.1797, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1565, root_relative_squared_error: 0.4996, unweighted_recall: 0.8497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.8345, kappa: 0.8132, kb_relative_information_score: 0.8259, mean_absolute_error: 0.0434, mean_prior_absolute_error: 0.1962, weighted_recall: 0.8352, number_of_instances: 9961, precision: 0.8342, predictive_accuracy: 0.8352, prior_entropy: 3.1321, relative_absolute_error: 0.2213, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.166, root_relative_squared_error: 0.5301, unweighted_recall: 0.8277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9387, f_measure: 0.7019, kappa: 0.6659, kb_relative_information_score: 0.6885, mean_absolute_error: 0.0806, mean_prior_absolute_error: 0.1962, weighted_recall: 0.7055, number_of_instances: 9961, precision: 0.7004, predictive_accuracy: 0.7055, prior_entropy: 3.1321, relative_absolute_error: 0.4109, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.2126, root_relative_squared_error: 0.679, unweighted_recall: 0.6929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9674, f_measure: 0.8116, kappa: 0.7865, kb_relative_information_score: 0.796, mean_absolute_error: 0.0526, mean_prior_absolute_error: 0.1962, weighted_recall: 0.8116, number_of_instances: 9961, precision: 0.8121, predictive_accuracy: 0.8116, prior_entropy: 3.1321, relative_absolute_error: 0.2679, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1729, root_relative_squared_error: 0.552, unweighted_recall: 0.8037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, f_measure: 0.8261, kappa: 0.8036, kb_relative_information_score: 0.8222, mean_absolute_error: 0.0462, mean_prior_absolute_error: 0.1962, weighted_recall: 0.8267, number_of_instances: 9961, precision: 0.8257, predictive_accuracy: 0.8267, prior_entropy: 3.1321, relative_absolute_error: 0.2355, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1674, root_relative_squared_error: 0.5346, unweighted_recall: 0.8181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9565, f_measure: 0.8755, kappa: 0.8588, kb_relative_information_score: 0.8733, mean_absolute_error: 0.0301, mean_prior_absolute_error: 0.1962, weighted_recall: 0.8754, number_of_instances: 9961, precision: 0.8756, predictive_accuracy: 0.8754, prior_entropy: 3.1321, relative_absolute_error: 0.1536, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1509, root_relative_squared_error: 0.4818, unweighted_recall: 0.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6731, kappa: 0.2174, kb_relative_information_score: 0.2028, mean_absolute_error: 0.1741, mean_prior_absolute_error: 0.1962, weighted_recall: 0.3313, number_of_instances: 9961, predictive_accuracy: 0.3313, prior_entropy: 3.1321, relative_absolute_error: 0.8875, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.2952, root_relative_squared_error: 0.9427, unweighted_recall: 0.2892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.7907, kappa: 0.764, kb_relative_information_score: 0.7806, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.1962, weighted_recall: 0.7918, number_of_instances: 9961, precision: 0.7901, predictive_accuracy: 0.7918, prior_entropy: 3.1321, relative_absolute_error: 0.303, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.575, unweighted_recall: 0.7832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.7375, kappa: 0.7048, kb_relative_information_score: 0.714, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.1962, weighted_recall: 0.7398, number_of_instances: 9961, precision: 0.7364, predictive_accuracy: 0.7398, prior_entropy: 3.1321, relative_absolute_error: 0.3865, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.2, root_relative_squared_error: 0.6386, unweighted_recall: 0.7237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.7876, kappa: 0.7601, kb_relative_information_score: 0.7722, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.1962, weighted_recall: 0.7884, number_of_instances: 9961, precision: 0.7878, predictive_accuracy: 0.7884, prior_entropy: 3.1321, relative_absolute_error: 0.3025, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1821, root_relative_squared_error: 0.5814, unweighted_recall: 0.7761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.7687, kappa: 0.7396, kb_relative_information_score: 0.7486, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.1962, weighted_recall: 0.7703, number_of_instances: 9961, precision: 0.7682, predictive_accuracy: 0.7703, prior_entropy: 3.1321, relative_absolute_error: 0.3428, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1894, root_relative_squared_error: 0.6048, unweighted_recall: 0.7593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9548, f_measure: 0.7301, kappa: 0.6969, kb_relative_information_score: 0.7104, mean_absolute_error: 0.0768, mean_prior_absolute_error: 0.1962, weighted_recall: 0.7328, number_of_instances: 9961, precision: 0.7295, predictive_accuracy: 0.7328, prior_entropy: 3.1321, relative_absolute_error: 0.3917, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.202, root_relative_squared_error: 0.6449, unweighted_recall: 0.7193,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5341, kappa: 0.0672, kb_relative_information_score: 0.1371, mean_absolute_error: 0.1763, mean_prior_absolute_error: 0.1962, number_of_instances: 9961, predictive_accuracy: 0.2066, prior_entropy: 3.1321, recall: 0.2066, relative_absolute_error: 0.8987, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.4199, root_relative_squared_error: 1.3407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0914, mean_absolute_error: 0.1862, mean_prior_absolute_error: 0.1962, number_of_instances: 9961, predictive_accuracy: 0.162, prior_entropy: 3.1321, recall: 0.162, relative_absolute_error: 0.9492, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.4315, root_relative_squared_error: 1.3778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7563, f_measure: 0.5432, kappa: 0.5118, kb_relative_information_score: 0.5288, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.1962, number_of_instances: 9961, precision: 0.6051, predictive_accuracy: 0.573, prior_entropy: 3.1321, recall: 0.573, relative_absolute_error: 0.4836, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.308, root_relative_squared_error: 0.9835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9692, f_measure: 0.9452, kappa: 0.9379, kb_relative_information_score: 0.941, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.1962, number_of_instances: 9961, precision: 0.9453, predictive_accuracy: 0.9452, prior_entropy: 3.1321, recall: 0.9452, relative_absolute_error: 0.0621, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.3524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.666, f_measure: 0.3455, kappa: 0.3312, kb_relative_information_score: 0.3607, mean_absolute_error: 0.1289, mean_prior_absolute_error: 0.1962, number_of_instances: 9961, precision: 0.5008, predictive_accuracy: 0.4199, prior_entropy: 3.1321, recall: 0.4199, relative_absolute_error: 0.6571, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.359, root_relative_squared_error: 1.1464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4983, kappa: -0.003, kb_relative_information_score: 0.0585, mean_absolute_error: 0.198, mean_prior_absolute_error: 0.1962, number_of_instances: 9961, predictive_accuracy: 0.1091, prior_entropy: 3.1321, recall: 0.1091, relative_absolute_error: 1.0091, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.4449, root_relative_squared_error: 1.4207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9946, kappa: 0.9939, kb_relative_information_score: 0.994, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.1962, number_of_instances: 9961, precision: 0.9946, predictive_accuracy: 0.9946, prior_entropy: 3.1321, recall: 0.9946, relative_absolute_error: 0.0061, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.0347, root_relative_squared_error: 0.1108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, kappa: -0.0145, kb_relative_information_score: 0.0553, mean_absolute_error: 0.1976, mean_prior_absolute_error: 0.1962, number_of_instances: 9961, predictive_accuracy: 0.1109, prior_entropy: 3.1321, recall: 0.1109, relative_absolute_error: 1.0071, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.4445, root_relative_squared_error: 1.4192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, kappa: 0.002, kb_relative_information_score: 0.0644, mean_absolute_error: 0.1966, mean_prior_absolute_error: 0.1962, number_of_instances: 9961, predictive_accuracy: 0.1151, prior_entropy: 3.1321, recall: 0.1151, relative_absolute_error: 1.0023, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.4434, root_relative_squared_error: 1.4159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4954, kappa: -0.0089, kb_relative_information_score: 0.0572, mean_absolute_error: 0.1977, mean_prior_absolute_error: 0.1962, number_of_instances: 9961, predictive_accuracy: 0.1102, prior_entropy: 3.1321, recall: 0.1102, relative_absolute_error: 1.0079, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.4447, root_relative_squared_error: 1.4198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0914, mean_absolute_error: 0.1862, mean_prior_absolute_error: 0.1962, number_of_instances: 9961, predictive_accuracy: 0.162, prior_entropy: 3.1321, recall: 0.162, relative_absolute_error: 0.9492, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.4315, root_relative_squared_error: 1.3778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9946, kappa: 0.9939, kb_relative_information_score: 0.994, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.1962, number_of_instances: 9961, precision: 0.9946, predictive_accuracy: 0.9946, prior_entropy: 3.1321, recall: 0.9946, relative_absolute_error: 0.0061, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.0347, root_relative_squared_error: 0.1108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.512, f_measure: 0.1166, kappa: 0.0229, kb_relative_information_score: 0.0867, mean_absolute_error: 0.1902, mean_prior_absolute_error: 0.1962, number_of_instances: 9961, precision: 0.2001, predictive_accuracy: 0.1442, prior_entropy: 3.1321, recall: 0.1442, relative_absolute_error: 0.9695, root_mean_prior_squared_error: 0.3132, root_mean_squared_error: 0.4361, root_relative_squared_error: 1.3925,

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

OpenML APIs