OpenML
Supervised Classification on pc1

Supervised Classification on pc1

Task 3918 Supervised Classification pc1 147053 runs submitted
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  • mythbusting_1 OpenML-CC18 OpenML100 study_1 study_123 study_14 study_15 study_20 study_41 study_7 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8709, f_measure: 0.9271, kappa: 0.3549, kb_relative_information_score: -309.1867, mean_absolute_error: 0.1031, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9263, predictive_accuracy: 0.9387, prior_entropy: 0.3667, recall: 0.9387, relative_absolute_error: 0.7938, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2248, root_relative_squared_error: 0.8843, scimark_benchmark: 1917.4274, usercpu_time_millis: 6.347, usercpu_time_millis_testing: 0.321, usercpu_time_millis_training: 6.026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8769, f_measure: 0.9205, kappa: 0.2901, kb_relative_information_score: -272.2366, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9182, predictive_accuracy: 0.9342, prior_entropy: 0.3667, recall: 0.9342, relative_absolute_error: 0.7883, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2235, root_relative_squared_error: 0.8794, scimark_benchmark: 1904.7947, usercpu_time_millis: 8.099, usercpu_time_millis_testing: 0.777, usercpu_time_millis_training: 7.322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8684, f_measure: 0.9299, kappa: 0.3724, kb_relative_information_score: -375.9545, mean_absolute_error: 0.1085, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9326, predictive_accuracy: 0.9423, prior_entropy: 0.3667, recall: 0.9423, relative_absolute_error: 0.8357, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2276, root_relative_squared_error: 0.8952, scimark_benchmark: 1868.1832, usercpu_time_millis: 8.149, usercpu_time_millis_testing: 0.516, usercpu_time_millis_training: 7.633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8688, f_measure: 0.9292, kappa: 0.3679, kb_relative_information_score: -389.6828, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9309, predictive_accuracy: 0.9414, prior_entropy: 0.3667, recall: 0.9414, relative_absolute_error: 0.8383, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2274, root_relative_squared_error: 0.8948, scimark_benchmark: 1745.3654, usercpu_time_millis: 7.346, usercpu_time_millis_testing: 0.491, usercpu_time_millis_training: 6.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8713, f_measure: 0.9197, kappa: 0.2638, kb_relative_information_score: -337.6347, mean_absolute_error: 0.1077, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.923, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.8295, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2248, root_relative_squared_error: 0.8842, scimark_benchmark: 1746.737, usercpu_time_millis: 7.225, usercpu_time_millis_testing: 0.901, usercpu_time_millis_training: 6.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8641, f_measure: 0.9284, kappa: 0.3911, kb_relative_information_score: -258.7859, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9252, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.7641, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2293, root_relative_squared_error: 0.9019, scimark_benchmark: 1750.3253, usercpu_time_millis: 25.63, usercpu_time_millis_testing: 1.03, usercpu_time_millis_training: 24.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.9256, kappa: 0.3401, kb_relative_information_score: -321.2281, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9247, predictive_accuracy: 0.9378, prior_entropy: 0.3667, recall: 0.9378, relative_absolute_error: 0.8045, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2237, root_relative_squared_error: 0.8801, scimark_benchmark: 1865.8853, usercpu_time_millis: 12.33, usercpu_time_millis_testing: 0.88, usercpu_time_millis_training: 11.45,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8712, f_measure: 0.925, kappa: 0.3426, kb_relative_information_score: -340.4543, mean_absolute_error: 0.1052, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9225, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.81, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.8919, scimark_benchmark: 1868.1832, usercpu_time_millis: 9.254, usercpu_time_millis_testing: 0.418, usercpu_time_millis_training: 8.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, f_measure: 0.9233, kappa: 0.3135, kb_relative_information_score: -288.8868, mean_absolute_error: 0.1034, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9228, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.7964, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2225, root_relative_squared_error: 0.8753, scimark_benchmark: 1745.3086, usercpu_time_millis: 8.323, usercpu_time_millis_testing: 0.964, usercpu_time_millis_training: 7.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.878, f_measure: 0.9242, kappa: 0.3319, kb_relative_information_score: -284.5127, mean_absolute_error: 0.1015, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9221, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.7813, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.8781, scimark_benchmark: 1865.4816, usercpu_time_millis: 13.022, usercpu_time_millis_testing: 0.748, usercpu_time_millis_training: 12.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8574, f_measure: 0.923, kappa: 0.3493, kb_relative_information_score: -204.462, mean_absolute_error: 0.0964, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9188, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.7425, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.9124, scimark_benchmark: 1860.1976, usercpu_time_millis: 24.387, usercpu_time_millis_testing: 0.91, usercpu_time_millis_training: 23.477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8742, f_measure: 0.9264, kappa: 0.357, kb_relative_information_score: -293.5944, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9241, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.7847, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2238, root_relative_squared_error: 0.8804, scimark_benchmark: 1858.4577, usercpu_time_millis: 16.333, usercpu_time_millis_testing: 0.991, usercpu_time_millis_training: 15.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8788, f_measure: 0.9242, kappa: 0.3319, kb_relative_information_score: -276.9128, mean_absolute_error: 0.1012, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9221, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.7789, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.223, root_relative_squared_error: 0.8773, scimark_benchmark: 1841.8533, usercpu_time_millis: 17.969, usercpu_time_millis_testing: 1.329, usercpu_time_millis_training: 16.64,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8572, f_measure: 0.9243, kappa: 0.3624, kb_relative_information_score: -245.3322, mean_absolute_error: 0.0987, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9203, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.7599, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2308, root_relative_squared_error: 0.908, scimark_benchmark: 1873.1793, usercpu_time_millis: 25.276, usercpu_time_millis_testing: 0.971, usercpu_time_millis_training: 24.305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8581, f_measure: 0.9249, kappa: 0.3765, kb_relative_information_score: -166.564, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9212, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.7271, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2364, root_relative_squared_error: 0.9302, scimark_benchmark: 1871.7311, usercpu_time_millis: 29.292, usercpu_time_millis_testing: 0.97, usercpu_time_millis_training: 28.322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6701, f_measure: 0.9025, kappa: 0.0653, kb_relative_information_score: -61.0517, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9099, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9553, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2512, root_relative_squared_error: 0.9883, scimark_benchmark: 1847.4043, usercpu_time_millis: 0.965, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.697, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: -34.1628, mean_absolute_error: 0.1276, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2525, root_relative_squared_error: 0.9933, scimark_benchmark: 1844.5021, usercpu_time_millis: 2.989, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 2.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5682, f_measure: 0.8984, kappa: 0.0199, kb_relative_information_score: 3.219, mean_absolute_error: 0.1284, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8898, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9886, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2551, root_relative_squared_error: 1.0034, scimark_benchmark: 1859.017, usercpu_time_millis: 0.975, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6488, f_measure: 0.9, kappa: 0.0407, kb_relative_information_score: -84.6982, mean_absolute_error: 0.1198, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8951, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9222, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2466, root_relative_squared_error: 0.9701, scimark_benchmark: 1877.2162, usercpu_time_millis: 0.781, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8122, f_measure: 0.9153, kappa: 0.2143, kb_relative_information_score: -1.1249, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9193, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.8542, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2369, root_relative_squared_error: 0.9322, scimark_benchmark: 1869.6309, usercpu_time_millis: 2.444, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 2.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8018, f_measure: 0.8984, kappa: 0.0199, kb_relative_information_score: -365.9074, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8898, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.8881, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2383, root_relative_squared_error: 0.9377, scimark_benchmark: 1848.0952, usercpu_time_millis: 1.644, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 1.605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6997, f_measure: 0.8979, kappa: 0.018, kb_relative_information_score: -51.0564, mean_absolute_error: 0.1264, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8839, predictive_accuracy: 0.9288, prior_entropy: 0.3667, recall: 0.9288, relative_absolute_error: 0.9734, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.9925, scimark_benchmark: 1843.4271, usercpu_time_millis: 2.051, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 2.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6661, f_measure: 0.9141, kappa: 0.1993, kb_relative_information_score: 93.0866, mean_absolute_error: 0.1178, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9199, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.9067, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2434, root_relative_squared_error: 0.9575, scimark_benchmark: 1846.8932, usercpu_time_millis: 5.216, usercpu_time_millis_testing: 0.088, usercpu_time_millis_training: 5.128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6767, f_measure: 0.9025, kappa: 0.0653, kb_relative_information_score: -46.8777, mean_absolute_error: 0.1252, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9099, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9639, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2516, root_relative_squared_error: 0.9897, scimark_benchmark: 1721.459, usercpu_time_millis: 0.968, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6224, f_measure: 0.9141, kappa: 0.1993, kb_relative_information_score: 90.2801, mean_absolute_error: 0.1179, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9199, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.9079, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2434, root_relative_squared_error: 0.9577, scimark_benchmark: 1849.0023, usercpu_time_millis: 5.222, usercpu_time_millis_testing: 0.087, usercpu_time_millis_training: 5.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6967, f_measure: 0.9005, kappa: 0.0428, kb_relative_information_score: -67.9373, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9021, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9588, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2513, root_relative_squared_error: 0.9886, scimark_benchmark: 1863.9794, usercpu_time_millis: 1.047, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 1.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6942, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: -37.4089, mean_absolute_error: 0.1273, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9799, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.9931, scimark_benchmark: 1864.5074, usercpu_time_millis: 2.759, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 2.73,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6527, f_measure: 0.9111, kappa: 0.1641, kb_relative_information_score: 92.7247, mean_absolute_error: 0.117, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9183, predictive_accuracy: 0.9342, prior_entropy: 0.3667, recall: 0.9342, relative_absolute_error: 0.9009, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2431, root_relative_squared_error: 0.9565, scimark_benchmark: 1873.9387, usercpu_time_millis: 4.965, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 4.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5168, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 17.9449, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9796, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2526, root_relative_squared_error: 0.9936, scimark_benchmark: 1867.1541, usercpu_time_millis: 1.268, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 1.239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5278, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 18.7177, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9791, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2526, root_relative_squared_error: 0.9936, scimark_benchmark: 1848.372, usercpu_time_millis: 1.012, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8068, f_measure: 0.9129, kappa: 0.1925, kb_relative_information_score: 56.8359, mean_absolute_error: 0.1121, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9143, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.8627, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2385, root_relative_squared_error: 0.9383, scimark_benchmark: 1882.0979, usercpu_time_millis: 2.241, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 2.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6844, f_measure: 0.9005, kappa: 0.0428, kb_relative_information_score: -59.1815, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9021, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9545, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.251, root_relative_squared_error: 0.9875, scimark_benchmark: 1867.7991, usercpu_time_millis: 0.997, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6999, f_measure: 0.8979, kappa: 0.018, kb_relative_information_score: -41.6086, mean_absolute_error: 0.1263, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8839, predictive_accuracy: 0.9288, prior_entropy: 0.3667, recall: 0.9288, relative_absolute_error: 0.9724, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2513, root_relative_squared_error: 0.9885, scimark_benchmark: 1865.4271, usercpu_time_millis: 2.062, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 2.031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6295, f_measure: 0.9118, kappa: 0.177, kb_relative_information_score: 42.7883, mean_absolute_error: 0.1192, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9144, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.9178, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2432, root_relative_squared_error: 0.9568, scimark_benchmark: 1874.5188, usercpu_time_millis: 1.07, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 1.039,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5346, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: 10.6764, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9777, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2538, root_relative_squared_error: 0.9986, scimark_benchmark: 1869.1727, usercpu_time_millis: 1.468, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 1.437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4905, f_measure: 0.8971, kb_relative_information_score: 5.334, mean_absolute_error: 0.1285, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9893, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2547, root_relative_squared_error: 1.0018, scimark_benchmark: 1867.685, usercpu_time_millis: 2.241, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 2.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7862, f_measure: 0.91, kappa: 0.1578, kb_relative_information_score: 97.4661, mean_absolute_error: 0.1158, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9116, predictive_accuracy: 0.9324, prior_entropy: 0.3667, recall: 0.9324, relative_absolute_error: 0.8916, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.9501, scimark_benchmark: 1866.0766, usercpu_time_millis: 2.901, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 2.844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7461, f_measure: 0.8962, kappa: -0.0035, kb_relative_information_score: -205.7162, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8658, predictive_accuracy: 0.9288, prior_entropy: 0.3667, recall: 0.9288, relative_absolute_error: 0.9714, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2516, root_relative_squared_error: 0.9897, scimark_benchmark: 1850.5475, usercpu_time_millis: 1.48, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 1.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.492, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 13.4267, mean_absolute_error: 0.1275, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9813, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2528, root_relative_squared_error: 0.9944, scimark_benchmark: 1870.2139, usercpu_time_millis: 3.167, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 3.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6552, f_measure: 0.9068, kappa: 0.1211, kb_relative_information_score: 48.5507, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9083, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9127, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2424, root_relative_squared_error: 0.9534, scimark_benchmark: 1868.3435, usercpu_time_millis: 0.882, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7004, f_measure: 0.9, kappa: 0.0407, kb_relative_information_score: -58.3993, mean_absolute_error: 0.1258, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8951, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9683, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2526, root_relative_squared_error: 0.9936, scimark_benchmark: 1842.7604, usercpu_time_millis: 1.773, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 1.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6954, f_measure: 0.9005, kappa: 0.0428, kb_relative_information_score: -69.8488, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9021, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9574, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.9879, scimark_benchmark: 1858.2375, usercpu_time_millis: 1.074, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 1.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6898, f_measure: 0.9, kappa: 0.0407, kb_relative_information_score: -74.9465, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8951, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9592, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2517, root_relative_squared_error: 0.9903, scimark_benchmark: 1858.2375, usercpu_time_millis: 1.301, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 1.271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.618, f_measure: 0.913, kappa: 0.1836, kb_relative_information_score: 96.5153, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9209, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.8981, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2418, root_relative_squared_error: 0.9513, scimark_benchmark: 1876.19, usercpu_time_millis: 5.031, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 4.951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5673, f_measure: 0.9025, kappa: 0.0653, kb_relative_information_score: 11.0033, mean_absolute_error: 0.1267, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9099, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9751, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2531, root_relative_squared_error: 0.9958, scimark_benchmark: 1844.952, usercpu_time_millis: 0.933, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 0.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6965, f_measure: 0.9, kappa: 0.0407, kb_relative_information_score: -57.0509, mean_absolute_error: 0.1249, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8951, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9615, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.9928, scimark_benchmark: 1861.4551, usercpu_time_millis: 1.649, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 1.62,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5803, f_measure: 0.9025, kappa: 0.0772, kb_relative_information_score: -526.1086, mean_absolute_error: 0.1326, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8965, predictive_accuracy: 0.9288, prior_entropy: 0.3667, recall: 0.9288, relative_absolute_error: 1.0207, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2504, root_relative_squared_error: 0.9851, scimark_benchmark: 1858.0046, usercpu_time_millis: 0.812, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5505, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: 4.4382, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9842, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2545, root_relative_squared_error: 1.0012, scimark_benchmark: 1868.7112, usercpu_time_millis: 0.895, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6986, f_measure: 0.9036, kappa: 0.0702, kb_relative_information_score: -96.0503, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9377, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.959, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.247, root_relative_squared_error: 0.9718, scimark_benchmark: 1870.9309, usercpu_time_millis: 2.241, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 2.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6668, f_measure: 0.9025, kappa: 0.0653, kb_relative_information_score: -53.2033, mean_absolute_error: 0.1257, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9099, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9675, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2519, root_relative_squared_error: 0.991, scimark_benchmark: 1860.9293, usercpu_time_millis: 0.884, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5323, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: 11.8737, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9791, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2541, root_relative_squared_error: 0.9995, scimark_benchmark: 1868.7112, usercpu_time_millis: 1.834, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 1.803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6413, f_measure: 0.9111, kappa: 0.1641, kb_relative_information_score: 92.6298, mean_absolute_error: 0.1168, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9183, predictive_accuracy: 0.9342, prior_entropy: 0.3667, recall: 0.9342, relative_absolute_error: 0.8994, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2421, root_relative_squared_error: 0.9526, scimark_benchmark: 1872.9496, usercpu_time_millis: 4.767, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 4.686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6145, f_measure: 0.9141, kappa: 0.1993, kb_relative_information_score: 81.1841, mean_absolute_error: 0.1195, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9199, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.9201, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2454, root_relative_squared_error: 0.9653, scimark_benchmark: 1872.0299, usercpu_time_millis: 5.008, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 4.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6058, f_measure: 0.913, kappa: 0.1836, kb_relative_information_score: 92.8117, mean_absolute_error: 0.1171, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9209, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.9016, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2422, root_relative_squared_error: 0.9529, scimark_benchmark: 1872.4881, usercpu_time_millis: 4.699, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 4.622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6834, f_measure: 0.9005, kappa: 0.0428, kb_relative_information_score: -60.5448, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9021, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9552, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.251, root_relative_squared_error: 0.9875, scimark_benchmark: 1857.3179, usercpu_time_millis: 0.965, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5087, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 18.0631, mean_absolute_error: 0.1273, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9797, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.9931, scimark_benchmark: 1733.6322, usercpu_time_millis: 1.256, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 1.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5101, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 18.5184, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9796, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.9931, scimark_benchmark: 1843.3265, usercpu_time_millis: 1.306, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 1.272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6139, f_measure: 0.9025, kappa: 0.0653, kb_relative_information_score: 1.4441, mean_absolute_error: 0.1273, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9099, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.98, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2526, root_relative_squared_error: 0.9939, scimark_benchmark: 1858.9956, usercpu_time_millis: 1.191, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 1.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6692, f_measure: 0.9025, kappa: 0.0653, kb_relative_information_score: -52.8156, mean_absolute_error: 0.1256, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9099, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9666, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2518, root_relative_squared_error: 0.9904, scimark_benchmark: 1846.4972, usercpu_time_millis: 0.887, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6818, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: -29.5882, mean_absolute_error: 0.1284, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9886, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2521, root_relative_squared_error: 0.9918, scimark_benchmark: 1857.847, usercpu_time_millis: 11.424, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 11.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.493, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 16.68, mean_absolute_error: 0.1275, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9818, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.9943, scimark_benchmark: 1868.1832, usercpu_time_millis: 2.312, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 2.286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7395, f_measure: 0.9106, kappa: 0.1609, kb_relative_information_score: 97.0231, mean_absolute_error: 0.1169, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9147, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.8997, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2427, root_relative_squared_error: 0.9547, scimark_benchmark: 1878.3967, usercpu_time_millis: 4.187, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 4.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5443, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: 1.3343, mean_absolute_error: 0.1282, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9872, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2541, root_relative_squared_error: 0.9996, scimark_benchmark: 1851.0015, usercpu_time_millis: 11.086, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 11.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.562, f_measure: 0.8984, kappa: 0.0199, kb_relative_information_score: 3.321, mean_absolute_error: 0.1285, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8898, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9895, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.255, root_relative_squared_error: 1.0032, scimark_benchmark: 1869.6309, usercpu_time_millis: 0.959, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5535, f_measure: 0.9005, kappa: 0.0428, kb_relative_information_score: 7.2327, mean_absolute_error: 0.1277, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9021, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9835, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1869.1029, usercpu_time_millis: 0.941, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6783, f_measure: 0.8995, kappa: 0.0385, kb_relative_information_score: 24.277, mean_absolute_error: 0.1216, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8904, predictive_accuracy: 0.9288, prior_entropy: 0.3667, recall: 0.9288, relative_absolute_error: 0.9362, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2467, root_relative_squared_error: 0.9707, scimark_benchmark: 1843.5454, usercpu_time_millis: 0.948, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6423, f_measure: 0.8984, kappa: 0.0199, kb_relative_information_score: -29.8307, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8898, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9512, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2492, root_relative_squared_error: 0.9802, scimark_benchmark: 1872.9496, usercpu_time_millis: 0.813, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5844, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: 11.8347, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9836, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2541, root_relative_squared_error: 0.9996, scimark_benchmark: 1869.2422, usercpu_time_millis: 0.948, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6447, f_measure: 0.9117, kappa: 0.1674, kb_relative_information_score: 93.184, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9226, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.8986, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.242, root_relative_squared_error: 0.9519, scimark_benchmark: 1878.3273, usercpu_time_millis: 4.917, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 4.838,

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

OpenML bootcamp

From your own software

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

OpenML APIs