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: 0.8128, kappa: 0.2536, kb_relative_information_score: 70.4217, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.3289, prior_entropy: 3.3218, recall: 0.3289, relative_absolute_error: 0.9885, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.297, root_relative_squared_error: 0.9898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4204, kappa: -0.0041, kb_relative_information_score: 0.5761, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0979, prior_entropy: 3.3218, recall: 0.0979, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.0002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5146, kappa: 0.0073, kb_relative_information_score: 25.2863, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1055, prior_entropy: 3.3218, recall: 0.1055, relative_absolute_error: 0.9963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2994, root_relative_squared_error: 0.9981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9411, kappa: 0.9344, kb_relative_information_score: 1451.7623, mean_absolute_error: 0.0263, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9416, predictive_accuracy: 0.941, prior_entropy: 3.3218, recall: 0.941, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0971, root_relative_squared_error: 0.3237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9499, kappa: 0.9442, kb_relative_information_score: 1455.664, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9501, predictive_accuracy: 0.9498, prior_entropy: 3.3218, recall: 0.9498, relative_absolute_error: 0.1453, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.094, root_relative_squared_error: 0.3133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9429, kappa: 0.9365, kb_relative_information_score: 1446.505, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9432, predictive_accuracy: 0.9429, prior_entropy: 3.3218, recall: 0.9429, relative_absolute_error: 0.1536, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0979, root_relative_squared_error: 0.3263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4365, kappa: -0.001, kb_relative_information_score: 20.6974, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0973, prior_entropy: 3.3218, recall: 0.0973, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.0004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.922, kappa: 0.9128, kb_relative_information_score: 1418.5262, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9234, predictive_accuracy: 0.9215, prior_entropy: 3.3218, recall: 0.9215, relative_absolute_error: 0.1761, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.11, root_relative_squared_error: 0.3667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5028, kappa: 0.0014, kb_relative_information_score: 22.4754, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, recall: 0.1004, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.0004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5237, f_measure: 0.0522, kappa: 0.0036, kb_relative_information_score: 28.3652, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.0516, predictive_accuracy: 0.1017, prior_entropy: 3.3218, recall: 0.1017, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.0002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6871, f_measure: 0.1253, kappa: 0.1054, kb_relative_information_score: 88.4073, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.129, predictive_accuracy: 0.1946, prior_entropy: 3.3218, recall: 0.1946, relative_absolute_error: 0.9844, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2966, root_relative_squared_error: 0.9887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5314, kappa: 0.0081, kb_relative_information_score: 25.5891, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1048, prior_entropy: 3.3218, recall: 0.1048, relative_absolute_error: 0.9966, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2995, root_relative_squared_error: 0.9984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4487, kappa: -0.0008, kb_relative_information_score: 24.9302, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0973, prior_entropy: 3.3218, recall: 0.0973, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3002, root_relative_squared_error: 1.0007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9386, kappa: 0.9316, kb_relative_information_score: 1444.163, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9393, predictive_accuracy: 0.9385, prior_entropy: 3.3218, recall: 0.9385, relative_absolute_error: 0.1537, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0994, root_relative_squared_error: 0.3313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9605, kappa: 0.9561, kb_relative_information_score: 1481.7632, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9608, predictive_accuracy: 0.9605, prior_entropy: 3.3218, recall: 0.9605, relative_absolute_error: 0.1207, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0827, root_relative_squared_error: 0.2757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5027, kb_relative_information_score: 18.7022, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0973, prior_entropy: 3.3218, recall: 0.0973, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.0003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9517, kappa: 0.9463, kb_relative_information_score: 1459.3959, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9522, predictive_accuracy: 0.9517, prior_entropy: 3.3218, recall: 0.9517, relative_absolute_error: 0.1412, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3255, kappa: -0.0359, kb_relative_information_score: 6.9815, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0659, prior_entropy: 3.3218, recall: 0.0659, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3002, root_relative_squared_error: 1.0005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6287, kappa: 0.0928, kb_relative_information_score: 16.0275, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1839, prior_entropy: 3.3218, recall: 0.1839, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2997, root_relative_squared_error: 0.9989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4949, kappa: -0.0013, kb_relative_information_score: 0.5327, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, recall: 0.1004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9454, kappa: 0.9393, kb_relative_information_score: 1449.6492, mean_absolute_error: 0.027, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9457, predictive_accuracy: 0.9454, prior_entropy: 3.3218, recall: 0.9454, relative_absolute_error: 0.1502, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.3216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9461, kappa: 0.94, kb_relative_information_score: 1449.8367, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9464, predictive_accuracy: 0.946, prior_entropy: 3.3218, recall: 0.946, relative_absolute_error: 0.1503, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.3204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9612, kappa: 0.9568, kb_relative_information_score: 1484.0227, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9614, predictive_accuracy: 0.9611, prior_entropy: 3.3218, recall: 0.9611, relative_absolute_error: 0.1138, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0838, root_relative_squared_error: 0.2793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9442, kappa: 0.9379, kb_relative_information_score: 1447.9302, mean_absolute_error: 0.0275, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9444, predictive_accuracy: 0.9441, prior_entropy: 3.3218, recall: 0.9441, relative_absolute_error: 0.1526, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0973, root_relative_squared_error: 0.3242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9343, kappa: 0.9268, kb_relative_information_score: 1446.3732, mean_absolute_error: 0.0266, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9351, predictive_accuracy: 0.9341, prior_entropy: 3.3218, recall: 0.9341, relative_absolute_error: 0.1475, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1006, root_relative_squared_error: 0.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.509, kappa: 0.007, kb_relative_information_score: 27.9457, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1042, prior_entropy: 3.3218, recall: 0.1042, relative_absolute_error: 0.9987, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2998, root_relative_squared_error: 0.9995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.8223, kappa: 0.8054, kb_relative_information_score: 604.2612, mean_absolute_error: 0.1415, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8454, predictive_accuracy: 0.8249, prior_entropy: 3.3218, recall: 0.8249, relative_absolute_error: 0.7861, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2507, root_relative_squared_error: 0.8355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9599, kappa: 0.9554, kb_relative_information_score: 1478.481, mean_absolute_error: 0.0222, 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: 0.1233, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.2815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.8499, kappa: 0.8333, kb_relative_information_score: 1070.2768, mean_absolute_error: 0.0912, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8571, predictive_accuracy: 0.85, prior_entropy: 3.3218, recall: 0.85, relative_absolute_error: 0.5065, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1866, root_relative_squared_error: 0.622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7756, f_measure: 0.2163, kappa: 0.1562, kb_relative_information_score: 138.8426, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.2635, predictive_accuracy: 0.2404, prior_entropy: 3.3218, recall: 0.2404, relative_absolute_error: 0.9742, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.294, root_relative_squared_error: 0.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7575, kappa: 0.1413, kb_relative_information_score: 138.028, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.2272, prior_entropy: 3.3218, recall: 0.2272, relative_absolute_error: 0.9755, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2945, root_relative_squared_error: 0.9818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9612, kappa: 0.9568, kb_relative_information_score: 1477.214, mean_absolute_error: 0.0224, 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: 0.1246, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0846, root_relative_squared_error: 0.2818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.839, f_measure: 0.43, kappa: 0.3476, kb_relative_information_score: 289.2451, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.5043, predictive_accuracy: 0.4131, prior_entropy: 3.3218, recall: 0.4131, relative_absolute_error: 0.9367, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2845, root_relative_squared_error: 0.9484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9605, kappa: 0.9561, kb_relative_information_score: 1478.2575, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.961, predictive_accuracy: 0.9605, prior_entropy: 3.3218, recall: 0.9605, relative_absolute_error: 0.1237, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.2812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.8699, kappa: 0.8556, kb_relative_information_score: 1308.3858, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8702, predictive_accuracy: 0.8701, prior_entropy: 3.3218, recall: 0.8701, relative_absolute_error: 0.2644, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9605, kappa: 0.9561, kb_relative_information_score: 1478.679, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9608, predictive_accuracy: 0.9605, prior_entropy: 3.3218, recall: 0.9605, relative_absolute_error: 0.1234, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0842, root_relative_squared_error: 0.2807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.6381, kappa: 0.6126, kb_relative_information_score: 596.5662, mean_absolute_error: 0.1451, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.7701, predictive_accuracy: 0.6516, prior_entropy: 3.3218, recall: 0.6516, relative_absolute_error: 0.806, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2536, root_relative_squared_error: 0.8453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9599, kappa: 0.9554, kb_relative_information_score: 1476.6031, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9604, predictive_accuracy: 0.9598, prior_entropy: 3.3218, recall: 0.9598, relative_absolute_error: 0.1249, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0849, root_relative_squared_error: 0.2831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9593, f_measure: 0.7374, kappa: 0.7036, kb_relative_information_score: 1051.0168, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.7464, predictive_accuracy: 0.7332, prior_entropy: 3.3218, recall: 0.7332, relative_absolute_error: 0.4806, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.6584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9599, kappa: 0.9554, kb_relative_information_score: 1481.5403, mean_absolute_error: 0.0217, 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: 0.1208, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0828, root_relative_squared_error: 0.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9423, kappa: 0.9358, kb_relative_information_score: 1440.5439, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9425, predictive_accuracy: 0.9422, prior_entropy: 3.3218, recall: 0.9422, relative_absolute_error: 0.1587, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1, root_relative_squared_error: 0.3332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9429, kappa: 0.9365, kb_relative_information_score: 1445.4449, mean_absolute_error: 0.0279, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9431, predictive_accuracy: 0.9429, prior_entropy: 3.3218, recall: 0.9429, relative_absolute_error: 0.155, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0979, root_relative_squared_error: 0.3264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4365, kappa: -0.0027, kb_relative_information_score: 0.4845, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0992, prior_entropy: 3.3218, recall: 0.0992, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.8933, kappa: 0.8807, kb_relative_information_score: 1363.843, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8949, predictive_accuracy: 0.8927, prior_entropy: 3.3218, recall: 0.8927, relative_absolute_error: 0.2252, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1283, root_relative_squared_error: 0.4276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5042, kappa: 0.0049, kb_relative_information_score: 29.2854, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1036, prior_entropy: 3.3218, recall: 0.1036, relative_absolute_error: 0.997, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2997, root_relative_squared_error: 0.9989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9593, kappa: 0.9547, kb_relative_information_score: 1477.294, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9597, predictive_accuracy: 0.9592, prior_entropy: 3.3218, recall: 0.9592, relative_absolute_error: 0.125, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.2814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9618, kappa: 0.9575, kb_relative_information_score: 1476.8446, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9622, predictive_accuracy: 0.9617, prior_entropy: 3.3218, recall: 0.9617, relative_absolute_error: 0.1249, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0847, root_relative_squared_error: 0.2822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.8796, kappa: 0.8654, kb_relative_information_score: 1352.1362, mean_absolute_error: 0.042, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8812, predictive_accuracy: 0.8788, prior_entropy: 3.3218, recall: 0.8788, relative_absolute_error: 0.2331, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.133, root_relative_squared_error: 0.4432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4318, kappa: -0.0017, kb_relative_information_score: 18.1891, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0967, prior_entropy: 3.3218, recall: 0.0967, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.0004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9448, kappa: 0.9386, kb_relative_information_score: 1443.5031, mean_absolute_error: 0.0281, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9451, predictive_accuracy: 0.9448, prior_entropy: 3.3218, recall: 0.9448, relative_absolute_error: 0.1563, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9586, kappa: 0.954, kb_relative_information_score: 1480.2471, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9589, predictive_accuracy: 0.9586, prior_entropy: 3.3218, recall: 0.9586, relative_absolute_error: 0.1211, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.2808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3945, kb_relative_information_score: 17.2005, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0973, prior_entropy: 3.3218, recall: 0.0973, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3002, root_relative_squared_error: 1.0006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5012, kappa: -0.0006, kb_relative_information_score: 27.1691, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0973, prior_entropy: 3.3218, recall: 0.0973, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3002, root_relative_squared_error: 1.0008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8599, kappa: 0.3969, kb_relative_information_score: 150.9131, mean_absolute_error: 0.1729, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.4576, prior_entropy: 3.3218, recall: 0.4576, relative_absolute_error: 0.9606, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2904, root_relative_squared_error: 0.9679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9473, kappa: 0.9414, kb_relative_information_score: 1449.1847, mean_absolute_error: 0.0272, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9475, predictive_accuracy: 0.9473, prior_entropy: 3.3218, recall: 0.9473, relative_absolute_error: 0.1511, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0964, root_relative_squared_error: 0.3213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9467, kappa: 0.9407, kb_relative_information_score: 1451.1613, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9469, predictive_accuracy: 0.9466, prior_entropy: 3.3218, recall: 0.9466, relative_absolute_error: 0.1482, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.096, root_relative_squared_error: 0.3201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.946, kappa: 0.94, kb_relative_information_score: 1431.0113, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9465, predictive_accuracy: 0.946, prior_entropy: 3.3218, recall: 0.946, relative_absolute_error: 0.1666, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1017, root_relative_squared_error: 0.3391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5106, kappa: 0.0048, kb_relative_information_score: 31.5324, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1036, prior_entropy: 3.3218, recall: 0.1036, relative_absolute_error: 0.9963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2995, root_relative_squared_error: 0.9985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9517, kappa: 0.9463, kb_relative_information_score: 1459.1262, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9519, predictive_accuracy: 0.9517, prior_entropy: 3.3218, recall: 0.9517, relative_absolute_error: 0.1419, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0926, root_relative_squared_error: 0.3086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9416, kappa: 0.9351, kb_relative_information_score: 1440.407, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9419, predictive_accuracy: 0.9416, prior_entropy: 3.3218, recall: 0.9416, relative_absolute_error: 0.1588, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1, root_relative_squared_error: 0.3334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9599, kappa: 0.9554, kb_relative_information_score: 1473.5613, mean_absolute_error: 0.023, 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: 0.1279, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.086, root_relative_squared_error: 0.2867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.927, kappa: 0.9184, kb_relative_information_score: 1414.5293, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9281, predictive_accuracy: 0.9266, prior_entropy: 3.3218, recall: 0.9266, relative_absolute_error: 0.1809, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1106, root_relative_squared_error: 0.3686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8684, f_measure: 0.5958, kappa: 0.541, kb_relative_information_score: 144.8189, mean_absolute_error: 0.1734, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.7363, predictive_accuracy: 0.5869, prior_entropy: 3.3218, recall: 0.5869, relative_absolute_error: 0.9633, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2909, root_relative_squared_error: 0.9697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.943, kappa: 0.9365, kb_relative_information_score: 1441.316, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9433, predictive_accuracy: 0.9429, prior_entropy: 3.3218, recall: 0.9429, relative_absolute_error: 0.1581, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.3321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.8053, kappa: 0.7803, kb_relative_information_score: 871.3041, mean_absolute_error: 0.1189, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8216, predictive_accuracy: 0.8023, prior_entropy: 3.3218, recall: 0.8023, relative_absolute_error: 0.6603, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2212, root_relative_squared_error: 0.7375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9361, kappa: 0.9289, kb_relative_information_score: 1441.3199, mean_absolute_error: 0.0281, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9367, predictive_accuracy: 0.936, prior_entropy: 3.3218, recall: 0.936, relative_absolute_error: 0.1559, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1008, root_relative_squared_error: 0.3362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5035, kappa: 0.0071, kb_relative_information_score: 28.3009, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1055, prior_entropy: 3.3218, recall: 0.1055, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2996, root_relative_squared_error: 0.9988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9586, kappa: 0.954, kb_relative_information_score: 1486.2393, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9588, predictive_accuracy: 0.9586, prior_entropy: 3.3218, recall: 0.9586, relative_absolute_error: 0.1154, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0816, root_relative_squared_error: 0.272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.958, kappa: 0.9533, kb_relative_information_score: 1477.4074, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9583, predictive_accuracy: 0.9579, prior_entropy: 3.3218, recall: 0.9579, relative_absolute_error: 0.1242, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.2844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9505, kappa: 0.9449, kb_relative_information_score: 1458.185, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9506, predictive_accuracy: 0.9504, prior_entropy: 3.3218, recall: 0.9504, relative_absolute_error: 0.1428, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0928, root_relative_squared_error: 0.3092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9361, kappa: 0.9289, kb_relative_information_score: 1419.3027, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9364, predictive_accuracy: 0.936, prior_entropy: 3.3218, recall: 0.936, relative_absolute_error: 0.1778, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.108, root_relative_squared_error: 0.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.8882, kappa: 0.8758, kb_relative_information_score: 1244.5539, mean_absolute_error: 0.063, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8887, predictive_accuracy: 0.8883, prior_entropy: 3.3218, recall: 0.8883, relative_absolute_error: 0.3503, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1525, root_relative_squared_error: 0.5085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9375, kappa: 0.9303, kb_relative_information_score: 1454.6646, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9385, predictive_accuracy: 0.9372, prior_entropy: 3.3218, recall: 0.9372, relative_absolute_error: 0.1345, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0974, root_relative_squared_error: 0.3245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9549, kappa: 0.9498, kb_relative_information_score: 1463.6958, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9553, predictive_accuracy: 0.9548, prior_entropy: 3.3218, recall: 0.9548, relative_absolute_error: 0.1372, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0902, root_relative_squared_error: 0.3006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9448, kappa: 0.9386, kb_relative_information_score: 1444.785, mean_absolute_error: 0.0279, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9451, predictive_accuracy: 0.9448, prior_entropy: 3.3218, recall: 0.9448, relative_absolute_error: 0.1551, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0983, root_relative_squared_error: 0.3277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9599, kappa: 0.9554, kb_relative_information_score: 1480.037, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9601, predictive_accuracy: 0.9598, prior_entropy: 3.3218, recall: 0.9598, relative_absolute_error: 0.1223, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0833, root_relative_squared_error: 0.2776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9181, kappa: 0.9086, kb_relative_information_score: 1414.9926, mean_absolute_error: 0.0323, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9191, predictive_accuracy: 0.9178, prior_entropy: 3.3218, recall: 0.9178, relative_absolute_error: 0.1792, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1118, root_relative_squared_error: 0.3728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4948, kappa: -0.0013, kb_relative_information_score: 0.5558, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, recall: 0.1004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5024, kappa: -0.0006, kb_relative_information_score: 20.7321, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0973, prior_entropy: 3.3218, recall: 0.0973, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.0004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9486, kappa: 0.9428, kb_relative_information_score: 1454.5736, mean_absolute_error: 0.0263, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9488, predictive_accuracy: 0.9485, prior_entropy: 3.3218, recall: 0.9485, relative_absolute_error: 0.1459, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.3148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9379, kappa: 0.9309, kb_relative_information_score: 1438.1256, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9382, predictive_accuracy: 0.9379, prior_entropy: 3.3218, recall: 0.9379, relative_absolute_error: 0.1607, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.101, root_relative_squared_error: 0.3368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9417, kappa: 0.9351, kb_relative_information_score: 1439.8339, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.942, predictive_accuracy: 0.9416, prior_entropy: 3.3218, recall: 0.9416, relative_absolute_error: 0.1598, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1001, root_relative_squared_error: 0.3336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9429, kappa: 0.9365, kb_relative_information_score: 1441.7198, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9431, predictive_accuracy: 0.9429, prior_entropy: 3.3218, recall: 0.9429, relative_absolute_error: 0.1576, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0997, root_relative_squared_error: 0.3322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9612, kappa: 0.9568, kb_relative_information_score: 1476.8375, mean_absolute_error: 0.0225, 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: 0.1249, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0848, root_relative_squared_error: 0.2827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9406, kappa: 0.9337, kb_relative_information_score: 1448.22, mean_absolute_error: 0.0269, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9412, predictive_accuracy: 0.9404, prior_entropy: 3.3218, recall: 0.9404, relative_absolute_error: 0.1497, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0981, root_relative_squared_error: 0.327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9314, kappa: 0.9233, kb_relative_information_score: 1446.0443, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9329, predictive_accuracy: 0.9309, prior_entropy: 3.3218, recall: 0.9309, relative_absolute_error: 0.1396, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1005, root_relative_squared_error: 0.335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9605, kappa: 0.9561, kb_relative_information_score: 1481.2743, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9607, predictive_accuracy: 0.9605, prior_entropy: 3.3218, recall: 0.9605, relative_absolute_error: 0.1208, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.083, root_relative_squared_error: 0.2768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9574, kappa: 0.9526, kb_relative_information_score: 1476.9632, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9577, predictive_accuracy: 0.9573, prior_entropy: 3.3218, recall: 0.9573, relative_absolute_error: 0.125, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.085, root_relative_squared_error: 0.2835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4972, kappa: -0.0027, kb_relative_information_score: 19.6163, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.096, prior_entropy: 3.3218, recall: 0.096, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.0003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8906, f_measure: 0.5735, kappa: 0.4874, kb_relative_information_score: 740.2685, mean_absolute_error: 0.1273, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.649, predictive_accuracy: 0.5386, prior_entropy: 3.3218, recall: 0.5386, relative_absolute_error: 0.7072, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2467, root_relative_squared_error: 0.8223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.974, f_measure: 0.7919, kappa: 0.7656, kb_relative_information_score: 1167.4768, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8026, predictive_accuracy: 0.7891, prior_entropy: 3.3218, recall: 0.7891, relative_absolute_error: 0.3923, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1774, root_relative_squared_error: 0.5913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4691, kappa: -0.0007, kb_relative_information_score: 0.4527, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1011, prior_entropy: 3.3218, recall: 0.1011, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9511, kappa: 0.9456, kb_relative_information_score: 1457.5063, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9513, predictive_accuracy: 0.951, prior_entropy: 3.3218, recall: 0.951, relative_absolute_error: 0.1428, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0933, root_relative_squared_error: 0.3111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.8038, kappa: 0.7796, kb_relative_information_score: 1229.2186, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8114, predictive_accuracy: 0.8016, prior_entropy: 3.3218, recall: 0.8016, relative_absolute_error: 0.3283, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1675, root_relative_squared_error: 0.5584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9351, kappa: 0.9275, kb_relative_information_score: 1447.2216, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9362, predictive_accuracy: 0.9347, prior_entropy: 3.3218, recall: 0.9347, relative_absolute_error: 0.1393, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1, root_relative_squared_error: 0.3332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9398, kappa: 0.933, kb_relative_information_score: 1439.9327, mean_absolute_error: 0.0287, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9401, predictive_accuracy: 0.9397, prior_entropy: 3.3218, recall: 0.9397, relative_absolute_error: 0.1592, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1001, root_relative_squared_error: 0.3337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, kappa: 0.3911, kb_relative_information_score: 312.226, mean_absolute_error: 0.1659, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.4526, prior_entropy: 3.3218, recall: 0.4526, relative_absolute_error: 0.9217, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2795, root_relative_squared_error: 0.9315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.505, kappa: 0.002, kb_relative_information_score: 23.6883, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, recall: 0.1004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.0005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5033, kb_relative_information_score: 11.6099, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0973, prior_entropy: 3.3218, recall: 0.0973, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1.0002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9454, kappa: 0.9393, kb_relative_information_score: 1444.2639, mean_absolute_error: 0.028, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9456, predictive_accuracy: 0.9454, prior_entropy: 3.3218, recall: 0.9454, relative_absolute_error: 0.1554, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0985, root_relative_squared_error: 0.3284,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

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

OpenML APIs