Task
Supervised Classification on pc3

Supervised Classification on pc3

Task 3903 Supervised Classification pc3 143129 runs submitted
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  • mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_7 study_98 study_99 under100k under1m
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143129 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8236, f_measure: 0.8494, kappa: 0.0158, kb_relative_information_score: -123.5982, mean_absolute_error: 0.144, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8257, predictive_accuracy: 0.8912, prior_entropy: 0.478, recall: 0.8912, relative_absolute_error: 0.7817, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2819, root_relative_squared_error: 0.9301, scimark_benchmark: 1878.7854, usercpu_time_millis: 0.437, usercpu_time_millis_testing: 0.428, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6793, f_measure: 0.8652, kappa: 0.2437, kb_relative_information_score: 25.9909, mean_absolute_error: 0.1326, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8613, predictive_accuracy: 0.8695, prior_entropy: 0.478, recall: 0.8695, relative_absolute_error: 0.7197, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3392, root_relative_squared_error: 1.1189, scimark_benchmark: 1878.2574, usercpu_time_millis: 0.494, usercpu_time_millis_testing: 0.479, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8204, f_measure: 0.8587, kappa: 0.0973, kb_relative_information_score: -133.2068, mean_absolute_error: 0.1421, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8471, predictive_accuracy: 0.8906, prior_entropy: 0.478, recall: 0.8906, relative_absolute_error: 0.7716, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.284, root_relative_squared_error: 0.9368, scimark_benchmark: 1874.3338, usercpu_time_millis: 0.546, usercpu_time_millis_testing: 0.534, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7078, f_measure: 0.8651, kappa: 0.2467, kb_relative_information_score: -36.5887, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8618, predictive_accuracy: 0.8688, prior_entropy: 0.478, recall: 0.8688, relative_absolute_error: 0.7316, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3238, root_relative_squared_error: 1.0682, scimark_benchmark: 1875.0498, usercpu_time_millis: 0.376, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8147, f_measure: 0.8609, kappa: 0.1385, kb_relative_information_score: -134.3831, mean_absolute_error: 0.1408, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8486, predictive_accuracy: 0.8842, prior_entropy: 0.478, recall: 0.8842, relative_absolute_error: 0.7644, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2867, root_relative_squared_error: 0.9457, scimark_benchmark: 1871.2001, usercpu_time_millis: 0.523, usercpu_time_millis_testing: 0.509, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8246, f_measure: 0.8515, kappa: 0.0336, kb_relative_information_score: -127.1782, mean_absolute_error: 0.1434, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8331, predictive_accuracy: 0.8912, prior_entropy: 0.478, recall: 0.8912, relative_absolute_error: 0.7787, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2823, root_relative_squared_error: 0.9313, scimark_benchmark: 1872.1262, usercpu_time_millis: 0.52, usercpu_time_millis_testing: 0.512, usercpu_time_millis_training: 0.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.815, f_measure: 0.8621, kappa: 0.1465, kb_relative_information_score: -134.4211, mean_absolute_error: 0.1405, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8502, predictive_accuracy: 0.8848, prior_entropy: 0.478, recall: 0.8848, relative_absolute_error: 0.7627, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2875, root_relative_squared_error: 0.9485, scimark_benchmark: 1875.0498, usercpu_time_millis: 0.498, usercpu_time_millis_testing: 0.485, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8115, f_measure: 0.8622, kappa: 0.1546, kb_relative_information_score: -129.3775, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8504, predictive_accuracy: 0.8829, prior_entropy: 0.478, recall: 0.8829, relative_absolute_error: 0.7583, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2898, root_relative_squared_error: 0.9561, scimark_benchmark: 1871.8323, usercpu_time_millis: 0.498, usercpu_time_millis_testing: 0.485, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.815, f_measure: 0.8568, kappa: 0.0989, kb_relative_information_score: -136.2837, mean_absolute_error: 0.1415, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8423, predictive_accuracy: 0.8848, prior_entropy: 0.478, recall: 0.8848, relative_absolute_error: 0.7682, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2855, root_relative_squared_error: 0.9419, scimark_benchmark: 1878.2574, usercpu_time_millis: 0.521, usercpu_time_millis_testing: 0.509, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8131, f_measure: 0.8619, kappa: 0.1498, kb_relative_information_score: -131.2208, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.85, predictive_accuracy: 0.8836, prior_entropy: 0.478, recall: 0.8836, relative_absolute_error: 0.7601, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2885, root_relative_squared_error: 0.9518, scimark_benchmark: 1874.5188, usercpu_time_millis: 0.538, usercpu_time_millis_testing: 0.523, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8238, f_measure: 0.8522, kappa: 0.0362, kb_relative_information_score: -125.3186, mean_absolute_error: 0.1437, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.836, predictive_accuracy: 0.8925, prior_entropy: 0.478, recall: 0.8925, relative_absolute_error: 0.7804, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2821, root_relative_squared_error: 0.9307, scimark_benchmark: 1870.1619, usercpu_time_millis: 0.441, usercpu_time_millis_testing: 0.43, usercpu_time_millis_training: 0.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8246, f_measure: 0.8515, kappa: 0.0336, kb_relative_information_score: -127.1782, mean_absolute_error: 0.1434, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8331, predictive_accuracy: 0.8912, prior_entropy: 0.478, recall: 0.8912, relative_absolute_error: 0.7787, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2823, root_relative_squared_error: 0.9313, scimark_benchmark: 1897.8578, usercpu_time_millis: 0.528, usercpu_time_millis_testing: 0.518, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.775, f_measure: 0.868, kappa: 0.2183, kb_relative_information_score: -107.5348, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8593, predictive_accuracy: 0.881, prior_entropy: 0.478, recall: 0.881, relative_absolute_error: 0.7446, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3019, root_relative_squared_error: 0.9959, scimark_benchmark: 1872.4216, usercpu_time_millis: 0.54, usercpu_time_millis_testing: 0.526, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6144, f_measure: 0.8652, kappa: 0.2437, kb_relative_information_score: 90.8319, mean_absolute_error: 0.1305, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8613, predictive_accuracy: 0.8695, prior_entropy: 0.478, recall: 0.8695, relative_absolute_error: 0.7086, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3613, root_relative_squared_error: 1.1918, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.506, usercpu_time_millis_testing: 0.49, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8078, f_measure: 0.8618, kappa: 0.1608, kb_relative_information_score: -127.532, mean_absolute_error: 0.1393, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8503, predictive_accuracy: 0.8804, prior_entropy: 0.478, recall: 0.8804, relative_absolute_error: 0.7565, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.9611, scimark_benchmark: 1869.1029, usercpu_time_millis: 0.534, usercpu_time_millis_testing: 0.518, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8218, f_measure: 0.8551, kappa: 0.0659, kb_relative_information_score: -130.1837, mean_absolute_error: 0.1429, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.841, predictive_accuracy: 0.8906, prior_entropy: 0.478, recall: 0.8906, relative_absolute_error: 0.7759, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2829, root_relative_squared_error: 0.9333, scimark_benchmark: 1872.3546, usercpu_time_millis: 0.553, usercpu_time_millis_testing: 0.537, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8243, f_measure: 0.8539, kappa: 0.0521, kb_relative_information_score: -128.7609, mean_absolute_error: 0.1433, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8396, predictive_accuracy: 0.8919, prior_entropy: 0.478, recall: 0.8919, relative_absolute_error: 0.7778, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2825, root_relative_squared_error: 0.9321, scimark_benchmark: 1870.1619, usercpu_time_millis: 0.579, usercpu_time_millis_testing: 0.568, usercpu_time_millis_training: 0.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.775, f_measure: 0.868, kappa: 0.2183, kb_relative_information_score: -107.5348, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8593, predictive_accuracy: 0.881, prior_entropy: 0.478, recall: 0.881, relative_absolute_error: 0.7446, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3019, root_relative_squared_error: 0.9959, scimark_benchmark: 1863.9953, usercpu_time_millis: 0.56, usercpu_time_millis_testing: 0.543, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8131, f_measure: 0.8619, kappa: 0.1498, kb_relative_information_score: -131.2208, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.85, predictive_accuracy: 0.8836, prior_entropy: 0.478, recall: 0.8836, relative_absolute_error: 0.7601, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2885, root_relative_squared_error: 0.9518, scimark_benchmark: 1873.019, usercpu_time_millis: 0.52, usercpu_time_millis_testing: 0.507, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7965, f_measure: 0.8642, kappa: 0.1841, kb_relative_information_score: -121.797, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8539, predictive_accuracy: 0.8804, prior_entropy: 0.478, recall: 0.8804, relative_absolute_error: 0.7526, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2957, root_relative_squared_error: 0.9754, scimark_benchmark: 1873.9387, usercpu_time_millis: 0.556, usercpu_time_millis_testing: 0.539, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8147, f_measure: 0.8609, kappa: 0.1385, kb_relative_information_score: -134.3831, mean_absolute_error: 0.1408, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8486, predictive_accuracy: 0.8842, prior_entropy: 0.478, recall: 0.8842, relative_absolute_error: 0.7644, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2867, root_relative_squared_error: 0.9457, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.559, usercpu_time_millis_testing: 0.545, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8131, f_measure: 0.8619, kappa: 0.1498, kb_relative_information_score: -131.2208, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.85, predictive_accuracy: 0.8836, prior_entropy: 0.478, recall: 0.8836, relative_absolute_error: 0.7601, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2885, root_relative_squared_error: 0.9518, scimark_benchmark: 1875.4449, usercpu_time_millis: 0.564, usercpu_time_millis_testing: 0.547, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7965, f_measure: 0.8642, kappa: 0.1841, kb_relative_information_score: -121.797, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8539, predictive_accuracy: 0.8804, prior_entropy: 0.478, recall: 0.8804, relative_absolute_error: 0.7526, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2957, root_relative_squared_error: 0.9754, scimark_benchmark: 1876.6882, usercpu_time_millis: 0.56, usercpu_time_millis_testing: 0.543, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8017, f_measure: 0.8628, kappa: 0.1682, kb_relative_information_score: -125.7333, mean_absolute_error: 0.139, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8517, predictive_accuracy: 0.881, prior_entropy: 0.478, recall: 0.881, relative_absolute_error: 0.7547, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2934, root_relative_squared_error: 0.9679, scimark_benchmark: 1872.8797, usercpu_time_millis: 0.551, usercpu_time_millis_testing: 0.535, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8131, f_measure: 0.8619, kappa: 0.1498, kb_relative_information_score: -131.2208, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.85, predictive_accuracy: 0.8836, prior_entropy: 0.478, recall: 0.8836, relative_absolute_error: 0.7601, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2885, root_relative_squared_error: 0.9518, scimark_benchmark: 1875.0498, usercpu_time_millis: 0.56, usercpu_time_millis_testing: 0.543, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7388, f_measure: 0.8656, kappa: 0.2482, kb_relative_information_score: -70.6686, mean_absolute_error: 0.1354, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8621, predictive_accuracy: 0.8695, prior_entropy: 0.478, recall: 0.8695, relative_absolute_error: 0.7351, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3133, root_relative_squared_error: 1.0335, scimark_benchmark: 1869.1727, usercpu_time_millis: 0.411, usercpu_time_millis_testing: 0.395, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.758, f_measure: 0.8647, kappa: 0.2423, kb_relative_information_score: -97.9472, mean_absolute_error: 0.1364, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.861, predictive_accuracy: 0.8688, prior_entropy: 0.478, recall: 0.8688, relative_absolute_error: 0.7404, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3069, root_relative_squared_error: 1.0123, scimark_benchmark: 1873.0717, usercpu_time_millis: 0.539, usercpu_time_millis_testing: 0.525, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.815, f_measure: 0.8621, kappa: 0.1465, kb_relative_information_score: -134.4211, mean_absolute_error: 0.1405, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8502, predictive_accuracy: 0.8848, prior_entropy: 0.478, recall: 0.8848, relative_absolute_error: 0.7627, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2875, root_relative_squared_error: 0.9485, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.568, usercpu_time_millis_testing: 0.553, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.815, f_measure: 0.8621, kappa: 0.1465, kb_relative_information_score: -134.4211, mean_absolute_error: 0.1405, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8502, predictive_accuracy: 0.8848, prior_entropy: 0.478, recall: 0.8848, relative_absolute_error: 0.7627, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2875, root_relative_squared_error: 0.9485, scimark_benchmark: 1873.9387, usercpu_time_millis: 0.497, usercpu_time_millis_testing: 0.485, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8017, f_measure: 0.8628, kappa: 0.1682, kb_relative_information_score: -125.7333, mean_absolute_error: 0.139, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8517, predictive_accuracy: 0.881, prior_entropy: 0.478, recall: 0.881, relative_absolute_error: 0.7547, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2934, root_relative_squared_error: 0.9679, scimark_benchmark: 1871.668, usercpu_time_millis: 0.484, usercpu_time_millis_testing: 0.471, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8078, f_measure: 0.8618, kappa: 0.1608, kb_relative_information_score: -127.532, mean_absolute_error: 0.1393, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8503, predictive_accuracy: 0.8804, prior_entropy: 0.478, recall: 0.8804, relative_absolute_error: 0.7565, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.9611, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.526, usercpu_time_millis_testing: 0.511, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.779, f_measure: 0.8682, kappa: 0.2125, kb_relative_information_score: -114.8117, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.859, predictive_accuracy: 0.8829, prior_entropy: 0.478, recall: 0.8829, relative_absolute_error: 0.7491, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2984, root_relative_squared_error: 0.9843, scimark_benchmark: 1872.4956, usercpu_time_millis: 0.524, usercpu_time_millis_testing: 0.511, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6144, f_measure: 0.8652, kappa: 0.2437, kb_relative_information_score: 90.8319, mean_absolute_error: 0.1305, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8613, predictive_accuracy: 0.8695, prior_entropy: 0.478, recall: 0.8695, relative_absolute_error: 0.7086, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3613, root_relative_squared_error: 1.1918, scimark_benchmark: 1873.8757, usercpu_time_millis: 0.502, usercpu_time_millis_testing: 0.486, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6144, f_measure: 0.8652, kappa: 0.2437, kb_relative_information_score: 90.8319, mean_absolute_error: 0.1305, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8613, predictive_accuracy: 0.8695, prior_entropy: 0.478, recall: 0.8695, relative_absolute_error: 0.7086, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3613, root_relative_squared_error: 1.1918, scimark_benchmark: 1882.6259, usercpu_time_millis: 0.481, usercpu_time_millis_testing: 0.466, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7965, f_measure: 0.8642, kappa: 0.1841, kb_relative_information_score: -121.797, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8539, predictive_accuracy: 0.8804, prior_entropy: 0.478, recall: 0.8804, relative_absolute_error: 0.7526, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2957, root_relative_squared_error: 0.9754, scimark_benchmark: 1872.9496, usercpu_time_millis: 0.507, usercpu_time_millis_testing: 0.492, usercpu_time_millis_training: 0.015,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8078, f_measure: 0.8618, kappa: 0.1608, kb_relative_information_score: -127.532, mean_absolute_error: 0.1393, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8503, predictive_accuracy: 0.8804, prior_entropy: 0.478, recall: 0.8804, relative_absolute_error: 0.7565, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.9611, scimark_benchmark: 1872.9496, usercpu_time_millis: 0.511, usercpu_time_millis_testing: 0.495, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.779, f_measure: 0.8682, kappa: 0.2125, kb_relative_information_score: -114.8117, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.859, predictive_accuracy: 0.8829, prior_entropy: 0.478, recall: 0.8829, relative_absolute_error: 0.7491, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2984, root_relative_squared_error: 0.9843, scimark_benchmark: 1871.3226, usercpu_time_millis: 0.521, usercpu_time_millis_testing: 0.509, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8238, f_measure: 0.8522, kappa: 0.0362, kb_relative_information_score: -125.3186, mean_absolute_error: 0.1437, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.836, predictive_accuracy: 0.8925, prior_entropy: 0.478, recall: 0.8925, relative_absolute_error: 0.7804, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2821, root_relative_squared_error: 0.9307, scimark_benchmark: 1750.7876, usercpu_time_millis: 0.434, usercpu_time_millis_testing: 0.424, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.775, f_measure: 0.868, kappa: 0.2183, kb_relative_information_score: -107.5348, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8593, predictive_accuracy: 0.881, prior_entropy: 0.478, recall: 0.881, relative_absolute_error: 0.7446, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3019, root_relative_squared_error: 0.9959, scimark_benchmark: 1872.6571, usercpu_time_millis: 0.512, usercpu_time_millis_testing: 0.498, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8204, f_measure: 0.8587, kappa: 0.0973, kb_relative_information_score: -133.2068, mean_absolute_error: 0.1421, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8471, predictive_accuracy: 0.8906, prior_entropy: 0.478, recall: 0.8906, relative_absolute_error: 0.7716, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.284, root_relative_squared_error: 0.9368, scimark_benchmark: 1872.4216, usercpu_time_millis: 0.542, usercpu_time_millis_testing: 0.527, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8196, f_measure: 0.8587, kappa: 0.0973, kb_relative_information_score: -134.5008, mean_absolute_error: 0.1424, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8471, predictive_accuracy: 0.8906, prior_entropy: 0.478, recall: 0.8906, relative_absolute_error: 0.7732, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2838, root_relative_squared_error: 0.9363, scimark_benchmark: 1874.8648, usercpu_time_millis: 0.542, usercpu_time_millis_testing: 0.528, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7388, f_measure: 0.8656, kappa: 0.2482, kb_relative_information_score: -70.6686, mean_absolute_error: 0.1354, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8621, predictive_accuracy: 0.8695, prior_entropy: 0.478, recall: 0.8695, relative_absolute_error: 0.7351, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3133, root_relative_squared_error: 1.0335, scimark_benchmark: 1872.9496, usercpu_time_millis: 0.382, usercpu_time_millis_testing: 0.37, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8219, f_measure: 0.8586, kappa: 0.0926, kb_relative_information_score: -130.3888, mean_absolute_error: 0.1427, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.848, predictive_accuracy: 0.8919, prior_entropy: 0.478, recall: 0.8919, relative_absolute_error: 0.7749, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2832, root_relative_squared_error: 0.9343, scimark_benchmark: 1742.9445, usercpu_time_millis: 0.592, usercpu_time_millis_testing: 0.576, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8205, f_measure: 0.8604, kappa: 0.1122, kb_relative_information_score: -134.5111, mean_absolute_error: 0.1419, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8496, predictive_accuracy: 0.8906, prior_entropy: 0.478, recall: 0.8906, relative_absolute_error: 0.7704, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2844, root_relative_squared_error: 0.9382, scimark_benchmark: 1874.3338, usercpu_time_millis: 0.505, usercpu_time_millis_testing: 0.491, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8078, f_measure: 0.8618, kappa: 0.1608, kb_relative_information_score: -127.532, mean_absolute_error: 0.1393, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8503, predictive_accuracy: 0.8804, prior_entropy: 0.478, recall: 0.8804, relative_absolute_error: 0.7565, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.9611, scimark_benchmark: 1749.9896, usercpu_time_millis: 0.565, usercpu_time_millis_testing: 0.548, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8078, f_measure: 0.8618, kappa: 0.1608, kb_relative_information_score: -127.532, mean_absolute_error: 0.1393, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8503, predictive_accuracy: 0.8804, prior_entropy: 0.478, recall: 0.8804, relative_absolute_error: 0.7565, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.9611, scimark_benchmark: 1754.1079, usercpu_time_millis: 0.576, usercpu_time_millis_testing: 0.558, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8246, f_measure: 0.8515, kappa: 0.0336, kb_relative_information_score: -127.1782, mean_absolute_error: 0.1434, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8331, predictive_accuracy: 0.8912, prior_entropy: 0.478, recall: 0.8912, relative_absolute_error: 0.7787, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2823, root_relative_squared_error: 0.9313, scimark_benchmark: 1857.3976, usercpu_time_millis: 0.509, usercpu_time_millis_testing: 0.501, usercpu_time_millis_training: 0.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8078, f_measure: 0.8618, kappa: 0.1608, kb_relative_information_score: -127.532, mean_absolute_error: 0.1393, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8503, predictive_accuracy: 0.8804, prior_entropy: 0.478, recall: 0.8804, relative_absolute_error: 0.7565, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.9611, scimark_benchmark: 1752.0621, usercpu_time_millis: 0.518, usercpu_time_millis_testing: 0.502, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8147, f_measure: 0.8609, kappa: 0.1385, kb_relative_information_score: -134.3831, mean_absolute_error: 0.1408, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8486, predictive_accuracy: 0.8842, prior_entropy: 0.478, recall: 0.8842, relative_absolute_error: 0.7644, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2867, root_relative_squared_error: 0.9457, scimark_benchmark: 1874.4489, usercpu_time_millis: 0.565, usercpu_time_millis_testing: 0.551, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.779, f_measure: 0.8682, kappa: 0.2125, kb_relative_information_score: -114.8117, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.859, predictive_accuracy: 0.8829, prior_entropy: 0.478, recall: 0.8829, relative_absolute_error: 0.7491, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2984, root_relative_squared_error: 0.9843, scimark_benchmark: 1853.5892, usercpu_time_millis: 0.482, usercpu_time_millis_testing: 0.47, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8243, f_measure: 0.8539, kappa: 0.0521, kb_relative_information_score: -128.7609, mean_absolute_error: 0.1433, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8396, predictive_accuracy: 0.8919, prior_entropy: 0.478, recall: 0.8919, relative_absolute_error: 0.7778, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2825, root_relative_squared_error: 0.9321, scimark_benchmark: 1872.4216, usercpu_time_millis: 0.587, usercpu_time_millis_testing: 0.575, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.775, f_measure: 0.868, kappa: 0.2183, kb_relative_information_score: -107.5348, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8593, predictive_accuracy: 0.881, prior_entropy: 0.478, recall: 0.881, relative_absolute_error: 0.7446, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3019, root_relative_squared_error: 0.9959, scimark_benchmark: 1870.8825, usercpu_time_millis: 0.536, usercpu_time_millis_testing: 0.52, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8017, f_measure: 0.8628, kappa: 0.1682, kb_relative_information_score: -125.7333, mean_absolute_error: 0.139, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8517, predictive_accuracy: 0.881, prior_entropy: 0.478, recall: 0.881, relative_absolute_error: 0.7547, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2934, root_relative_squared_error: 0.9679, scimark_benchmark: 1877.2162, usercpu_time_millis: 0.555, usercpu_time_millis_testing: 0.538, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8205, f_measure: 0.8604, kappa: 0.1122, kb_relative_information_score: -134.5111, mean_absolute_error: 0.1419, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8496, predictive_accuracy: 0.8906, prior_entropy: 0.478, recall: 0.8906, relative_absolute_error: 0.7704, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2844, root_relative_squared_error: 0.9382, scimark_benchmark: 1872.8797, usercpu_time_millis: 0.579, usercpu_time_millis_testing: 0.565, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8196, f_measure: 0.8587, kappa: 0.0973, kb_relative_information_score: -134.5008, mean_absolute_error: 0.1424, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8471, predictive_accuracy: 0.8906, prior_entropy: 0.478, recall: 0.8906, relative_absolute_error: 0.7732, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2838, root_relative_squared_error: 0.9363, scimark_benchmark: 1872.4216, usercpu_time_millis: 0.513, usercpu_time_millis_testing: 0.502, usercpu_time_millis_training: 0.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8238, f_measure: 0.8522, kappa: 0.0362, kb_relative_information_score: -125.3186, mean_absolute_error: 0.1437, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.836, predictive_accuracy: 0.8925, prior_entropy: 0.478, recall: 0.8925, relative_absolute_error: 0.7804, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2821, root_relative_squared_error: 0.9307, scimark_benchmark: 1876.7581, usercpu_time_millis: 0.418, usercpu_time_millis_testing: 0.408, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7078, f_measure: 0.8651, kappa: 0.2467, kb_relative_information_score: -36.5887, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8618, predictive_accuracy: 0.8688, prior_entropy: 0.478, recall: 0.8688, relative_absolute_error: 0.7316, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3238, root_relative_squared_error: 1.0682, scimark_benchmark: 1866.5613, usercpu_time_millis: 0.361, usercpu_time_millis_testing: 0.348, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8131, f_measure: 0.8619, kappa: 0.1498, kb_relative_information_score: -131.2208, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.85, predictive_accuracy: 0.8836, prior_entropy: 0.478, recall: 0.8836, relative_absolute_error: 0.7601, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2885, root_relative_squared_error: 0.9518, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.496, usercpu_time_millis_testing: 0.482, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8147, f_measure: 0.8609, kappa: 0.1385, kb_relative_information_score: -134.3831, mean_absolute_error: 0.1408, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8486, predictive_accuracy: 0.8842, prior_entropy: 0.478, recall: 0.8842, relative_absolute_error: 0.7644, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2867, root_relative_squared_error: 0.9457, scimark_benchmark: 1850.8713, usercpu_time_millis: 0.504, usercpu_time_millis_testing: 0.49, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8236, f_measure: 0.8494, kappa: 0.0158, kb_relative_information_score: -123.5982, mean_absolute_error: 0.144, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8257, predictive_accuracy: 0.8912, prior_entropy: 0.478, recall: 0.8912, relative_absolute_error: 0.7817, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2819, root_relative_squared_error: 0.9301, scimark_benchmark: 1749.8654, usercpu_time_millis: 0.435, usercpu_time_millis_testing: 0.425, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8241, f_measure: 0.8545, kappa: 0.0591, kb_relative_information_score: -130.5027, mean_absolute_error: 0.1431, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8404, predictive_accuracy: 0.8912, prior_entropy: 0.478, recall: 0.8912, relative_absolute_error: 0.7772, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2828, root_relative_squared_error: 0.9331, scimark_benchmark: 1752.5067, usercpu_time_millis: 0.584, usercpu_time_millis_testing: 0.566, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6793, f_measure: 0.8652, kappa: 0.2437, kb_relative_information_score: 25.9909, mean_absolute_error: 0.1326, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8613, predictive_accuracy: 0.8695, prior_entropy: 0.478, recall: 0.8695, relative_absolute_error: 0.7197, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3392, root_relative_squared_error: 1.1189, scimark_benchmark: 1755.4795, usercpu_time_millis: 0.545, usercpu_time_millis_testing: 0.527, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7965, f_measure: 0.8642, kappa: 0.1841, kb_relative_information_score: -121.797, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8539, predictive_accuracy: 0.8804, prior_entropy: 0.478, recall: 0.8804, relative_absolute_error: 0.7526, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2957, root_relative_squared_error: 0.9754, scimark_benchmark: 1750.7876, usercpu_time_millis: 0.56, usercpu_time_millis_testing: 0.542, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8238, f_measure: 0.8522, kappa: 0.0362, kb_relative_information_score: -125.3186, mean_absolute_error: 0.1437, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.836, predictive_accuracy: 0.8925, prior_entropy: 0.478, recall: 0.8925, relative_absolute_error: 0.7804, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2821, root_relative_squared_error: 0.9307, scimark_benchmark: 1876.6882, usercpu_time_millis: 0.417, usercpu_time_millis_testing: 0.409, usercpu_time_millis_training: 0.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8078, f_measure: 0.8618, kappa: 0.1608, kb_relative_information_score: -127.532, mean_absolute_error: 0.1393, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8503, predictive_accuracy: 0.8804, prior_entropy: 0.478, recall: 0.8804, relative_absolute_error: 0.7565, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.9611, scimark_benchmark: 1750.7876, usercpu_time_millis: 0.561, usercpu_time_millis_testing: 0.544, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.758, f_measure: 0.8647, kappa: 0.2423, kb_relative_information_score: -97.9472, mean_absolute_error: 0.1364, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.861, predictive_accuracy: 0.8688, prior_entropy: 0.478, recall: 0.8688, relative_absolute_error: 0.7404, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3069, root_relative_squared_error: 1.0123, scimark_benchmark: 1754.9178, usercpu_time_millis: 0.545, usercpu_time_millis_testing: 0.53, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.815, f_measure: 0.8561, kappa: 0.0961, kb_relative_information_score: -135.0152, mean_absolute_error: 0.1411, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.841, predictive_accuracy: 0.8836, prior_entropy: 0.478, recall: 0.8836, relative_absolute_error: 0.7662, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.286, root_relative_squared_error: 0.9435, scimark_benchmark: 1751.5974, usercpu_time_millis: 0.567, usercpu_time_millis_testing: 0.552, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8185, f_measure: 0.8592, kappa: 0.1077, kb_relative_information_score: -136.1582, mean_absolute_error: 0.1417, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8468, predictive_accuracy: 0.8887, prior_entropy: 0.478, recall: 0.8887, relative_absolute_error: 0.7693, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2849, root_relative_squared_error: 0.94, scimark_benchmark: 1885.4605, usercpu_time_millis: 0.546, usercpu_time_millis_testing: 0.532, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8241, f_measure: 0.8515, kappa: 0.0336, kb_relative_information_score: -126.7836, mean_absolute_error: 0.1436, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8331, predictive_accuracy: 0.8912, prior_entropy: 0.478, recall: 0.8912, relative_absolute_error: 0.7797, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2823, root_relative_squared_error: 0.9312, scimark_benchmark: 1747.4929, usercpu_time_millis: 0.469, usercpu_time_millis_testing: 0.459, usercpu_time_millis_training: 0.01,

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