OpenML
Supervised Classification on semeion

Supervised Classification on semeion

Task 9964 Supervised Classification semeion 20292 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_98 study_99
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20292 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5105, kappa: 0.0211, kb_relative_information_score: 126.7606, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1205, prior_entropy: 3.3218, recall: 0.1205, relative_absolute_error: 0.9772, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4194, root_relative_squared_error: 1.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4471, kappa: -0.1059, kb_relative_information_score: -62.5126, mean_absolute_error: 0.1987, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0063, prior_entropy: 3.3218, recall: 0.0063, relative_absolute_error: 1.1042, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4458, root_relative_squared_error: 1.486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6392, f_measure: 0.3505, kappa: 0.2785, kb_relative_information_score: 511.2114, mean_absolute_error: 0.1298, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3773, predictive_accuracy: 0.3509, prior_entropy: 3.3218, recall: 0.3509, relative_absolute_error: 0.7212, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3603, root_relative_squared_error: 1.201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.948, kappa: 0.9421, kb_relative_information_score: 1506.0711, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9488, predictive_accuracy: 0.9479, prior_entropy: 3.3218, recall: 0.9479, relative_absolute_error: 0.0579, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1021, root_relative_squared_error: 0.3403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9697, f_measure: 0.9456, kappa: 0.9393, kb_relative_information_score: 1501.875, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9467, predictive_accuracy: 0.9454, prior_entropy: 3.3218, recall: 0.9454, relative_absolute_error: 0.0607, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1045, root_relative_squared_error: 0.3484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.9412, kappa: 0.9344, kb_relative_information_score: 1494.5176, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9423, predictive_accuracy: 0.941, prior_entropy: 3.3218, recall: 0.941, relative_absolute_error: 0.0656, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.3621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9327, f_measure: 0.888, kappa: 0.8654, kb_relative_information_score: 1390.7734, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9252, predictive_accuracy: 0.8788, prior_entropy: 3.3218, recall: 0.8788, relative_absolute_error: 0.1346, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1557, root_relative_squared_error: 0.5189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8427, f_measure: 0.7557, kappa: 0.6854, kb_relative_information_score: 1120.4108, mean_absolute_error: 0.0566, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9155, predictive_accuracy: 0.7169, prior_entropy: 3.3218, recall: 0.7169, relative_absolute_error: 0.3146, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.238, root_relative_squared_error: 0.7932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9331, kappa: 0.9254, kb_relative_information_score: 1480.8902, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9346, predictive_accuracy: 0.9328, prior_entropy: 3.3218, recall: 0.9328, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8808, f_measure: 0.8122, kappa: 0.7615, kb_relative_information_score: 1234.8293, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9087, predictive_accuracy: 0.7853, prior_entropy: 3.3218, recall: 0.7853, relative_absolute_error: 0.2385, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.6907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kappa: -0.0006, kb_relative_information_score: 94.5052, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1011, prior_entropy: 3.3218, recall: 0.1011, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.424, root_relative_squared_error: 1.4134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.842, f_measure: 0.7549, kappa: 0.684, kb_relative_information_score: 1118.3153, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.916, predictive_accuracy: 0.7156, prior_entropy: 3.3218, recall: 0.7156, relative_absolute_error: 0.316, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2385, root_relative_squared_error: 0.7949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6361, f_measure: 0.3452, kappa: 0.2722, kb_relative_information_score: 501.8888, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3696, predictive_accuracy: 0.3453, prior_entropy: 3.3218, recall: 0.3453, relative_absolute_error: 0.7275, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3619, root_relative_squared_error: 1.2062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.8171, kappa: 0.7942, kb_relative_information_score: 1284.2114, mean_absolute_error: 0.037, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8262, predictive_accuracy: 0.8148, prior_entropy: 3.3218, recall: 0.8148, relative_absolute_error: 0.2058, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1925, root_relative_squared_error: 0.6415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kappa: -0.0006, kb_relative_information_score: 94.5052, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1011, prior_entropy: 3.3218, recall: 0.1011, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.424, root_relative_squared_error: 1.4134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.9405, kappa: 0.9337, kb_relative_information_score: 1493.4856, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9414, predictive_accuracy: 0.9404, prior_entropy: 3.3218, recall: 0.9404, relative_absolute_error: 0.0663, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8427, f_measure: 0.7557, kappa: 0.6854, kb_relative_information_score: 1120.4108, mean_absolute_error: 0.0566, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9155, predictive_accuracy: 0.7169, prior_entropy: 3.3218, recall: 0.7169, relative_absolute_error: 0.3146, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.238, root_relative_squared_error: 0.7932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.9406, kappa: 0.9337, kb_relative_information_score: 1493.4928, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9417, predictive_accuracy: 0.9404, prior_entropy: 3.3218, recall: 0.9404, relative_absolute_error: 0.0663, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9599, f_measure: 0.9299, kappa: 0.9198, kb_relative_information_score: 1472.6095, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9406, predictive_accuracy: 0.9278, prior_entropy: 3.3218, recall: 0.9278, relative_absolute_error: 0.0802, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1202, root_relative_squared_error: 0.4005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kappa: -0.0006, kb_relative_information_score: 94.5052, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1011, prior_entropy: 3.3218, recall: 0.1011, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.424, root_relative_squared_error: 1.4134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9683, f_measure: 0.9431, kappa: 0.9365, kb_relative_information_score: 1497.6863, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9439, predictive_accuracy: 0.9429, prior_entropy: 3.3218, recall: 0.9429, relative_absolute_error: 0.0635, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1069, root_relative_squared_error: 0.3563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.938, kappa: 0.9309, kb_relative_information_score: 1489.2921, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.939, predictive_accuracy: 0.9379, prior_entropy: 3.3218, recall: 0.9379, relative_absolute_error: 0.0691, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1115, root_relative_squared_error: 0.3716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9605, kappa: 0.9561, kb_relative_information_score: 1527.0594, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9614, predictive_accuracy: 0.9605, prior_entropy: 3.3218, recall: 0.9605, relative_absolute_error: 0.0439, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.2965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.938, kappa: 0.9309, kb_relative_information_score: 1489.2775, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.939, predictive_accuracy: 0.9379, prior_entropy: 3.3218, recall: 0.9379, relative_absolute_error: 0.0691, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1115, root_relative_squared_error: 0.3716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.9555, kappa: 0.9505, kb_relative_information_score: 1518.6457, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9562, predictive_accuracy: 0.9554, prior_entropy: 3.3218, recall: 0.9554, relative_absolute_error: 0.0495, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.3147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9637, f_measure: 0.9349, kappa: 0.9275, kb_relative_information_score: 1484.0447, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.936, predictive_accuracy: 0.9347, prior_entropy: 3.3218, recall: 0.9347, relative_absolute_error: 0.0725, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.3809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6403, f_measure: 0.3504, kappa: 0.2806, kb_relative_information_score: 514.3173, mean_absolute_error: 0.1294, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3734, predictive_accuracy: 0.3528, prior_entropy: 3.3218, recall: 0.3528, relative_absolute_error: 0.7191, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3598, root_relative_squared_error: 1.1993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9178, f_measure: 0.8687, kappa: 0.8354, kb_relative_information_score: 1346.2491, mean_absolute_error: 0.0296, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9152, predictive_accuracy: 0.8519, prior_entropy: 3.3218, recall: 0.8519, relative_absolute_error: 0.1646, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1721, root_relative_squared_error: 0.5738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5043, kappa: 0.0085, kb_relative_information_score: 108.0649, mean_absolute_error: 0.1782, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1092, prior_entropy: 3.3218, recall: 0.1092, relative_absolute_error: 0.9898, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4221, root_relative_squared_error: 1.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9289, f_measure: 0.8841, kappa: 0.8577, kb_relative_information_score: 1379.281, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9272, predictive_accuracy: 0.8719, prior_entropy: 3.3218, recall: 0.8719, relative_absolute_error: 0.1423, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.16, root_relative_squared_error: 0.5335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9194, f_measure: 0.8565, kappa: 0.8389, kb_relative_information_score: 1351.296, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8635, predictive_accuracy: 0.855, prior_entropy: 3.3218, recall: 0.855, relative_absolute_error: 0.1611, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1703, root_relative_squared_error: 0.5677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9212, f_measure: 0.8583, kappa: 0.8424, kb_relative_information_score: 1356.3259, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8605, predictive_accuracy: 0.8581, prior_entropy: 3.3218, recall: 0.8581, relative_absolute_error: 0.1576, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1684, root_relative_squared_error: 0.5615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, f_measure: 0.9437, kappa: 0.9372, kb_relative_information_score: 1498.7185, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9446, predictive_accuracy: 0.9435, prior_entropy: 3.3218, recall: 0.9435, relative_absolute_error: 0.0628, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1063, root_relative_squared_error: 0.3543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9343, kappa: 0.9268, kb_relative_information_score: 1482.9908, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9353, predictive_accuracy: 0.9341, prior_entropy: 3.3218, recall: 0.9341, relative_absolute_error: 0.0732, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.3827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7136, f_measure: 0.4888, kappa: 0.4272, kb_relative_information_score: 734.1354, mean_absolute_error: 0.1031, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.5122, predictive_accuracy: 0.4846, prior_entropy: 3.3218, recall: 0.4846, relative_absolute_error: 0.5727, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3211, root_relative_squared_error: 1.0702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9142, f_measure: 0.8468, kappa: 0.8284, kb_relative_information_score: 1335.6078, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8557, predictive_accuracy: 0.8456, prior_entropy: 3.3218, recall: 0.8456, relative_absolute_error: 0.1716, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.5858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9612, kappa: 0.9568, kb_relative_information_score: 1528.082, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9618, predictive_accuracy: 0.9611, prior_entropy: 3.3218, recall: 0.9611, relative_absolute_error: 0.0432, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0882, root_relative_squared_error: 0.2941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8427, f_measure: 0.7557, kappa: 0.6854, kb_relative_information_score: 1120.4108, mean_absolute_error: 0.0566, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9155, predictive_accuracy: 0.7169, prior_entropy: 3.3218, recall: 0.7169, relative_absolute_error: 0.3146, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.238, root_relative_squared_error: 0.7932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9611, kappa: 0.9568, kb_relative_information_score: 1528.0894, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9615, predictive_accuracy: 0.9611, prior_entropy: 3.3218, recall: 0.9611, relative_absolute_error: 0.0432, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0882, root_relative_squared_error: 0.2941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9693, f_measure: 0.9449, kappa: 0.9386, kb_relative_information_score: 1500.8311, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9458, predictive_accuracy: 0.9448, prior_entropy: 3.3218, recall: 0.9448, relative_absolute_error: 0.0614, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1051, root_relative_squared_error: 0.3504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9575, f_measure: 0.9237, kappa: 0.9149, kb_relative_information_score: 1465.1824, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9253, predictive_accuracy: 0.9234, prior_entropy: 3.3218, recall: 0.9234, relative_absolute_error: 0.0851, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1238, root_relative_squared_error: 0.4125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.9374, kappa: 0.9302, kb_relative_information_score: 1488.248, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9384, predictive_accuracy: 0.9372, prior_entropy: 3.3218, recall: 0.9372, relative_absolute_error: 0.0698, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.112, root_relative_squared_error: 0.3735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5923, f_measure: 0.2677, kappa: 0.1845, kb_relative_information_score: 369.7581, mean_absolute_error: 0.1468, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.2872, predictive_accuracy: 0.2662, prior_entropy: 3.3218, recall: 0.2662, relative_absolute_error: 0.8154, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3831, root_relative_squared_error: 1.277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.642, f_measure: 0.3574, kappa: 0.2841, kb_relative_information_score: 519.6271, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3798, predictive_accuracy: 0.3559, prior_entropy: 3.3218, recall: 0.3559, relative_absolute_error: 0.7156, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3589, root_relative_squared_error: 1.1964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9331, kappa: 0.9254, kb_relative_information_score: 1480.8953, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9343, predictive_accuracy: 0.9328, prior_entropy: 3.3218, recall: 0.9328, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.646, f_measure: 0.365, kappa: 0.292, kb_relative_information_score: 530.7743, mean_absolute_error: 0.1274, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3736, predictive_accuracy: 0.3628, prior_entropy: 3.3218, recall: 0.3628, relative_absolute_error: 0.708, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.357, root_relative_squared_error: 1.1899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.8915, kappa: 0.8682, kb_relative_information_score: 1394.9845, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9288, predictive_accuracy: 0.8814, prior_entropy: 3.3218, recall: 0.8814, relative_absolute_error: 0.1318, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.154, root_relative_squared_error: 0.5135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9316, f_measure: 0.877, kappa: 0.8633, kb_relative_information_score: 1387.7129, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8793, predictive_accuracy: 0.877, prior_entropy: 3.3218, recall: 0.877, relative_absolute_error: 0.1367, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1569, root_relative_squared_error: 0.5229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7195, f_measure: 0.4996, kappa: 0.439, kb_relative_information_score: 751.6663, mean_absolute_error: 0.1009, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.5342, predictive_accuracy: 0.4953, prior_entropy: 3.3218, recall: 0.4953, relative_absolute_error: 0.5608, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3177, root_relative_squared_error: 1.0591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.9316, kappa: 0.9233, kb_relative_information_score: 1477.8604, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9342, predictive_accuracy: 0.9309, prior_entropy: 3.3218, recall: 0.9309, relative_absolute_error: 0.0767, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1175, root_relative_squared_error: 0.3917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9766, f_measure: 0.958, kappa: 0.9533, kb_relative_information_score: 1522.8568, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9585, predictive_accuracy: 0.9579, prior_entropy: 3.3218, recall: 0.9579, relative_absolute_error: 0.0467, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.3057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.8848, kappa: 0.8717, kb_relative_information_score: 1400.231, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8877, predictive_accuracy: 0.8845, prior_entropy: 3.3218, recall: 0.8845, relative_absolute_error: 0.1283, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.152, root_relative_squared_error: 0.5066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, kappa: 0.0015, kb_relative_information_score: 97.6256, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.103, prior_entropy: 3.3218, recall: 0.103, relative_absolute_error: 0.9967, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4236, root_relative_squared_error: 1.4119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8567, f_measure: 0.7787, kappa: 0.7133, kb_relative_information_score: 1162.3411, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9176, predictive_accuracy: 0.742, prior_entropy: 3.3218, recall: 0.742, relative_absolute_error: 0.2867, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2272, root_relative_squared_error: 0.7572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5406, kappa: 0.0812, kb_relative_information_score: 216.4186, mean_absolute_error: 0.1651, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1745, prior_entropy: 3.3218, recall: 0.1745, relative_absolute_error: 0.9172, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4063, root_relative_squared_error: 1.3544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9564, f_measure: 0.9219, kappa: 0.9128, kb_relative_information_score: 1462.0453, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9237, predictive_accuracy: 0.9215, prior_entropy: 3.3218, recall: 0.9215, relative_absolute_error: 0.0872, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.4176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9331, kappa: 0.9254, kb_relative_information_score: 1480.8953, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9343, predictive_accuracy: 0.9328, prior_entropy: 3.3218, recall: 0.9328, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9331, kappa: 0.9254, kb_relative_information_score: 1480.8953, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9343, predictive_accuracy: 0.9328, prior_entropy: 3.3218, recall: 0.9328, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7076, f_measure: 0.4673, kappa: 0.4153, kb_relative_information_score: 716.2277, mean_absolute_error: 0.1052, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.5, predictive_accuracy: 0.4739, prior_entropy: 3.3218, recall: 0.4739, relative_absolute_error: 0.5845, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3244, root_relative_squared_error: 1.0812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.9304, kappa: 0.9219, kb_relative_information_score: 1475.7599, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9331, predictive_accuracy: 0.9297, prior_entropy: 3.3218, recall: 0.9297, relative_absolute_error: 0.0781, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1186, root_relative_squared_error: 0.3953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9605, kappa: 0.9561, kb_relative_information_score: 1527.0599, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9609, predictive_accuracy: 0.9605, prior_entropy: 3.3218, recall: 0.9605, relative_absolute_error: 0.0439, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.2965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9665, f_measure: 0.9399, kappa: 0.933, kb_relative_information_score: 1492.4954, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9414, predictive_accuracy: 0.9397, prior_entropy: 3.3218, recall: 0.9397, relative_absolute_error: 0.067, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.444, kappa: -0.1121, kb_relative_information_score: -72.9061, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.18, number_of_instances: 1593, prior_entropy: 3.3218, relative_absolute_error: 1.1111, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4472, root_relative_squared_error: 1.4907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9676, f_measure: 0.9418, kappa: 0.9351, kb_relative_information_score: 1495.581, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9427, predictive_accuracy: 0.9416, prior_entropy: 3.3218, recall: 0.9416, relative_absolute_error: 0.0649, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.3602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9331, kappa: 0.9254, kb_relative_information_score: 1480.8953, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9343, predictive_accuracy: 0.9328, prior_entropy: 3.3218, recall: 0.9328, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7897, f_measure: 0.6416, kappa: 0.5793, kb_relative_information_score: 961.234, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.841, predictive_accuracy: 0.6215, prior_entropy: 3.3218, recall: 0.6215, relative_absolute_error: 0.4206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2751, root_relative_squared_error: 0.9172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5308, kappa: 0.0616, kb_relative_information_score: 187.1449, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1569, prior_entropy: 3.3218, recall: 0.1569, relative_absolute_error: 0.9368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4106, root_relative_squared_error: 1.3688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9599, kappa: 0.9554, kb_relative_information_score: 1525.9988, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9603, predictive_accuracy: 0.9598, prior_entropy: 3.3218, recall: 0.9598, relative_absolute_error: 0.0446, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.2988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6493, f_measure: 0.3709, kappa: 0.2987, kb_relative_information_score: 541.5467, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.4022, predictive_accuracy: 0.3691, prior_entropy: 3.3218, recall: 0.3691, relative_absolute_error: 0.701, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3552, root_relative_squared_error: 1.1841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9648, f_measure: 0.9369, kappa: 0.9295, kb_relative_information_score: 1487.2869, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9386, predictive_accuracy: 0.9366, prior_entropy: 3.3218, recall: 0.9366, relative_absolute_error: 0.0704, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1126, root_relative_squared_error: 0.3754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5015, kappa: 0.0029, kb_relative_information_score: 99.7382, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1042, prior_entropy: 3.3218, recall: 0.1042, relative_absolute_error: 0.9953, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4233, root_relative_squared_error: 1.4109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, f_measure: 0.905, kappa: 0.8933, kb_relative_information_score: 1432.9112, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9085, predictive_accuracy: 0.904, prior_entropy: 3.3218, recall: 0.904, relative_absolute_error: 0.1067, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1386, root_relative_squared_error: 0.462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9665, f_measure: 0.9399, kappa: 0.933, kb_relative_information_score: 1492.4954, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9414, predictive_accuracy: 0.9397, prior_entropy: 3.3218, recall: 0.9397, relative_absolute_error: 0.067, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.8966, kappa: 0.8842, kb_relative_information_score: 1419.3277, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9, predictive_accuracy: 0.8958, prior_entropy: 3.3218, recall: 0.8958, relative_absolute_error: 0.1158, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1444, root_relative_squared_error: 0.4812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.963, f_measure: 0.9337, kappa: 0.9261, kb_relative_information_score: 1481.9419, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9348, predictive_accuracy: 0.9335, prior_entropy: 3.3218, recall: 0.9335, relative_absolute_error: 0.0739, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1154, root_relative_squared_error: 0.3845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5364, kappa: 0.0728, kb_relative_information_score: 203.8101, mean_absolute_error: 0.1666, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.167, prior_entropy: 3.3218, recall: 0.167, relative_absolute_error: 0.9256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4082, root_relative_squared_error: 1.3606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kappa: -0.0006, kb_relative_information_score: 94.5052, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1011, prior_entropy: 3.3218, recall: 0.1011, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.424, root_relative_squared_error: 1.4134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6361, f_measure: 0.3425, kappa: 0.2722, kb_relative_information_score: 501.829, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3634, predictive_accuracy: 0.3453, prior_entropy: 3.3218, recall: 0.3453, relative_absolute_error: 0.7275, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3619, root_relative_squared_error: 1.2062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6431, f_measure: 0.3598, kappa: 0.2862, kb_relative_information_score: 522.725, mean_absolute_error: 0.1284, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3863, predictive_accuracy: 0.3578, prior_entropy: 3.3218, recall: 0.3578, relative_absolute_error: 0.7136, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3584, root_relative_squared_error: 1.1946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.649, f_measure: 0.3696, kappa: 0.2981, kb_relative_information_score: 540.437, mean_absolute_error: 0.1263, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3991, predictive_accuracy: 0.3685, prior_entropy: 3.3218, recall: 0.3685, relative_absolute_error: 0.7017, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3554, root_relative_squared_error: 1.1846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6396, f_measure: 0.3512, kappa: 0.2792, kb_relative_information_score: 512.3399, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3736, predictive_accuracy: 0.3515, prior_entropy: 3.3218, recall: 0.3515, relative_absolute_error: 0.7205, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3601, root_relative_squared_error: 1.2004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8427, f_measure: 0.7557, kappa: 0.6854, kb_relative_information_score: 1120.4108, mean_absolute_error: 0.0566, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9155, predictive_accuracy: 0.7169, prior_entropy: 3.3218, recall: 0.7169, relative_absolute_error: 0.3146, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.238, root_relative_squared_error: 0.7932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9599, kappa: 0.9554, kb_relative_information_score: 1525.9914, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9602, predictive_accuracy: 0.9598, prior_entropy: 3.3218, recall: 0.9598, relative_absolute_error: 0.0446, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.2988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6902, f_measure: 0.4488, kappa: 0.3804, kb_relative_information_score: 663.895, mean_absolute_error: 0.1115, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.4959, predictive_accuracy: 0.4426, prior_entropy: 3.3218, recall: 0.4426, relative_absolute_error: 0.6194, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3339, root_relative_squared_error: 1.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6403, f_measure: 0.3549, kappa: 0.2806, kb_relative_information_score: 514.4723, mean_absolute_error: 0.1294, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3809, predictive_accuracy: 0.3528, prior_entropy: 3.3218, recall: 0.3528, relative_absolute_error: 0.7191, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3598, root_relative_squared_error: 1.1993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6659, f_measure: 0.4327, kappa: 0.3318, kb_relative_information_score: 590.3547, mean_absolute_error: 0.1202, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9135, predictive_accuracy: 0.3992, prior_entropy: 3.3218, recall: 0.3992, relative_absolute_error: 0.6675, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3466, root_relative_squared_error: 1.1554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5105, kappa: 0.0211, kb_relative_information_score: 126.7606, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1205, prior_entropy: 3.3218, recall: 0.1205, relative_absolute_error: 0.9772, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4194, root_relative_squared_error: 1.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.938, kappa: 0.9309, kb_relative_information_score: 1489.2873, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9389, predictive_accuracy: 0.9379, prior_entropy: 3.3218, recall: 0.9379, relative_absolute_error: 0.0691, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1115, root_relative_squared_error: 0.3716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kappa: -0.0006, kb_relative_information_score: 94.5052, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1011, prior_entropy: 3.3218, recall: 0.1011, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.424, root_relative_squared_error: 1.4134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5109, kappa: 0.0218, kb_relative_information_score: 127.8189, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1212, prior_entropy: 3.3218, recall: 0.1212, relative_absolute_error: 0.9765, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4192, root_relative_squared_error: 1.3975,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8814, f_measure: 0.7895, kappa: 0.7628, kb_relative_information_score: 1237.3688, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.7979, predictive_accuracy: 0.7866, prior_entropy: 3.3218, recall: 0.7866, relative_absolute_error: 0.2372, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.6887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.529, kappa: 0.0581, kb_relative_information_score: 181.9363, mean_absolute_error: 0.1692, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1538, prior_entropy: 3.3218, recall: 0.1538, relative_absolute_error: 0.9402, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4114, root_relative_squared_error: 1.3713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6926, f_measure: 0.4453, kappa: 0.3853, kb_relative_information_score: 671.3035, mean_absolute_error: 0.1106, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.4741, predictive_accuracy: 0.447, prior_entropy: 3.3218, recall: 0.447, relative_absolute_error: 0.6145, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3326, root_relative_squared_error: 1.1086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5133, kappa: 0.0267, kb_relative_information_score: 135.092, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1255, prior_entropy: 3.3218, recall: 0.1255, relative_absolute_error: 0.9716, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4182, root_relative_squared_error: 1.394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9331, kappa: 0.9254, kb_relative_information_score: 1480.888, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9343, predictive_accuracy: 0.9328, prior_entropy: 3.3218, recall: 0.9328, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9697, f_measure: 0.9455, kappa: 0.9393, kb_relative_information_score: 1501.8769, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9464, predictive_accuracy: 0.9454, prior_entropy: 3.3218, recall: 0.9454, relative_absolute_error: 0.0607, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1045, root_relative_squared_error: 0.3484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.9557, kappa: 0.9505, kb_relative_information_score: 1518.6772, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9577, predictive_accuracy: 0.9554, prior_entropy: 3.3218, recall: 0.9554, relative_absolute_error: 0.0495, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.3147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.9131, kappa: 0.9023, kb_relative_information_score: 1446.5144, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9165, predictive_accuracy: 0.9121, prior_entropy: 3.3218, recall: 0.9121, relative_absolute_error: 0.0977, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1326, root_relative_squared_error: 0.4419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.948, kappa: 0.9421, kb_relative_information_score: 1506.0807, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9487, predictive_accuracy: 0.9479, prior_entropy: 3.3218, recall: 0.9479, relative_absolute_error: 0.0579, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1021, root_relative_squared_error: 0.3403,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

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

OpenML APIs