Task
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: 0.9801, f_measure: 0.9643, kappa: 0.9602, kb_relative_information_score: 0.9626, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9647, predictive_accuracy: 0.9642, prior_entropy: 3.3218, recall: 0.9642, relative_absolute_error: 0.0398, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0846, root_relative_squared_error: 0.282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9599, kappa: 0.9554, kb_relative_information_score: 0.9579, 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: 0.9637, f_measure: 0.9349, kappa: 0.9275, kb_relative_information_score: 0.9316, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9359, 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: 0.9637, f_measure: 0.9349, kappa: 0.9275, kb_relative_information_score: 0.9316, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9359, 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: 0.9637, f_measure: 0.9349, kappa: 0.9275, kb_relative_information_score: 0.9316, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9359, 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: 0.9637, f_measure: 0.9349, kappa: 0.9275, kb_relative_information_score: 0.9316, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9359, 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: 0.9369, f_measure: 0.8873, kappa: 0.8737, kb_relative_information_score: 0.8811, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8915, predictive_accuracy: 0.8864, prior_entropy: 3.3218, recall: 0.8864, relative_absolute_error: 0.1262, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.5025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5032, kappa: 0.0064, kb_relative_information_score: 0.0659, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1073, prior_entropy: 3.3218, recall: 0.1073, relative_absolute_error: 0.9919, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4225, root_relative_squared_error: 1.4084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5032, kappa: 0.0064, kb_relative_information_score: 0.0659, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1073, prior_entropy: 3.3218, recall: 0.1073, relative_absolute_error: 0.9919, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4225, root_relative_squared_error: 1.4084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5067, kappa: 0.0134, kb_relative_information_score: 0.0724, mean_absolute_error: 0.1773, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1136, prior_entropy: 3.3218, recall: 0.1136, relative_absolute_error: 0.9849, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.421, root_relative_squared_error: 1.4035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5057, kappa: 0.0113, kb_relative_information_score: 0.0705, mean_absolute_error: 0.1777, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1117, prior_entropy: 3.3218, recall: 0.1117, relative_absolute_error: 0.987, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4215, root_relative_squared_error: 1.405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5015, kappa: 0.0029, kb_relative_information_score: 0.0626, 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: 0.978, f_measure: 0.9605, kappa: 0.9561, kb_relative_information_score: 0.9586, 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: 0.978, f_measure: 0.9605, kappa: 0.9561, kb_relative_information_score: 0.9586, 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: 0.978, f_measure: 0.9605, kappa: 0.9561, kb_relative_information_score: 0.9586, mean_absolute_error: 0.0079, 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: 0.0439, 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: 0.978, f_measure: 0.9605, kappa: 0.9561, kb_relative_information_score: 0.9586, mean_absolute_error: 0.0079, 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: 0.0439, 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: 0.9777, f_measure: 0.9599, kappa: 0.9554, kb_relative_information_score: 0.9579, 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: 0.9564, f_measure: 0.9219, kappa: 0.9128, kb_relative_information_score: 0.9178, 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: 0.9296, 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: 0.9296, 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: 0.97, f_measure: 0.9462, kappa: 0.94, kb_relative_information_score: 0.9435, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.947, predictive_accuracy: 0.946, prior_entropy: 3.3218, recall: 0.946, relative_absolute_error: 0.06, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1039, root_relative_squared_error: 0.3464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9331, kappa: 0.9254, kb_relative_information_score: 0.9296, 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: 0.4997, kappa: -0.0006, kb_relative_information_score: 0.0593, 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: 0.5105, kappa: 0.0211, kb_relative_information_score: 0.0796, 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: 0.5105, kappa: 0.0211, kb_relative_information_score: 0.0796, 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: 0.5105, kappa: 0.0211, kb_relative_information_score: 0.0796, 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: 0.5105, kappa: 0.0211, kb_relative_information_score: 0.0796, 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: 0.9662, f_measure: 0.9396, kappa: 0.9323, kb_relative_information_score: 0.9363, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9412, predictive_accuracy: 0.9391, prior_entropy: 3.3218, recall: 0.9391, relative_absolute_error: 0.0677, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.3679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.9538, kappa: 0.9484, kb_relative_information_score: 0.9514, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9545, predictive_accuracy: 0.9535, prior_entropy: 3.3218, recall: 0.9535, relative_absolute_error: 0.0516, 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: 0.9732, f_measure: 0.9519, kappa: 0.9463, kb_relative_information_score: 0.9494, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9527, predictive_accuracy: 0.9517, prior_entropy: 3.3218, recall: 0.9517, relative_absolute_error: 0.0537, 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: 0.977, f_measure: 0.9587, kappa: 0.954, kb_relative_information_score: 0.9566, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9591, predictive_accuracy: 0.9586, prior_entropy: 3.3218, recall: 0.9586, relative_absolute_error: 0.046, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.091, root_relative_squared_error: 0.3034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.9396, kappa: 0.9323, kb_relative_information_score: 0.9363, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9412, predictive_accuracy: 0.9391, prior_entropy: 3.3218, recall: 0.9391, relative_absolute_error: 0.0677, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.3679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.9308, kappa: 0.9219, kb_relative_information_score: 0.9265, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9344, 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: 0.9805, f_measure: 0.9648, kappa: 0.9609, kb_relative_information_score: 0.9632, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9653, predictive_accuracy: 0.9648, prior_entropy: 3.3218, recall: 0.9648, relative_absolute_error: 0.0391, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0838, root_relative_squared_error: 0.2795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.9396, kappa: 0.9323, kb_relative_information_score: 0.9363, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9412, predictive_accuracy: 0.9391, prior_entropy: 3.3218, recall: 0.9391, relative_absolute_error: 0.0677, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.3679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, f_measure: 0.9442, kappa: 0.9372, kb_relative_information_score: 0.9409, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9494, 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: 0.9749, f_measure: 0.9549, kappa: 0.9498, kb_relative_information_score: 0.9527, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9556, predictive_accuracy: 0.9548, prior_entropy: 3.3218, recall: 0.9548, relative_absolute_error: 0.0502, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.3169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5437, kappa: 0.0875, kb_relative_information_score: 0.1417, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1802, prior_entropy: 3.3218, recall: 0.1802, relative_absolute_error: 0.9109, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4049, root_relative_squared_error: 1.3498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6173, f_measure: 0.2997, kappa: 0.2347, kb_relative_information_score: 0.2793, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8578, predictive_accuracy: 0.312, prior_entropy: 3.3218, recall: 0.312, relative_absolute_error: 0.7645, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3709, root_relative_squared_error: 1.2365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5186, kappa: 0.0372, kb_relative_information_score: 0.0947, mean_absolute_error: 0.173, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.135, prior_entropy: 3.3218, recall: 0.135, relative_absolute_error: 0.9612, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4159, root_relative_squared_error: 1.3865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6638, f_measure: 0.4266, kappa: 0.3276, kb_relative_information_score: 0.3666, mean_absolute_error: 0.1209, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9115, predictive_accuracy: 0.3955, prior_entropy: 3.3218, recall: 0.3955, relative_absolute_error: 0.6717, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3477, root_relative_squared_error: 1.1591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5999, kappa: 0.1997, kb_relative_information_score: 0.2465, mean_absolute_error: 0.1439, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.2806, prior_entropy: 3.3218, recall: 0.2806, relative_absolute_error: 0.7993, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3793, root_relative_squared_error: 1.2644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, f_measure: 0.9438, kappa: 0.9372, kb_relative_information_score: 0.9408, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9471, 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: 0.5123, kappa: 0.0246, kb_relative_information_score: 0.0829, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1237, prior_entropy: 3.3218, recall: 0.1237, relative_absolute_error: 0.9737, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4186, root_relative_squared_error: 1.3955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5231, kappa: 0.0463, kb_relative_information_score: 0.1032, mean_absolute_error: 0.1714, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1431, prior_entropy: 3.3218, recall: 0.1431, relative_absolute_error: 0.9521, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.414, root_relative_squared_error: 1.3799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9324, f_measure: 0.8889, kappa: 0.8647, kb_relative_information_score: 0.8724, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9274, predictive_accuracy: 0.8782, prior_entropy: 3.3218, recall: 0.8782, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1561, root_relative_squared_error: 0.5202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.8915, kappa: 0.8682, kb_relative_information_score: 0.8757, 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: 0.5105, kappa: 0.0211, kb_relative_information_score: 0.0796, 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: 0.5105, kappa: 0.0211, kb_relative_information_score: 0.0796, 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: 0.5105, kappa: 0.0211, kb_relative_information_score: 0.0796, 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: 0.5105, kappa: 0.0211, kb_relative_information_score: 0.0796, 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: 0.9662, f_measure: 0.9396, kappa: 0.9323, kb_relative_information_score: 0.9363, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9412, predictive_accuracy: 0.9391, prior_entropy: 3.3218, recall: 0.9391, relative_absolute_error: 0.0677, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.3679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.9538, kappa: 0.9484, kb_relative_information_score: 0.9514, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9545, predictive_accuracy: 0.9535, prior_entropy: 3.3218, recall: 0.9535, relative_absolute_error: 0.0516, 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: 0.9732, f_measure: 0.9519, kappa: 0.9463, kb_relative_information_score: 0.9494, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9527, predictive_accuracy: 0.9517, prior_entropy: 3.3218, recall: 0.9517, relative_absolute_error: 0.0537, 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: 0.977, f_measure: 0.9587, kappa: 0.954, kb_relative_information_score: 0.9566, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9591, predictive_accuracy: 0.9586, prior_entropy: 3.3218, recall: 0.9586, relative_absolute_error: 0.046, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.091, root_relative_squared_error: 0.3034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.9396, kappa: 0.9323, kb_relative_information_score: 0.9363, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9412, predictive_accuracy: 0.9391, prior_entropy: 3.3218, recall: 0.9391, relative_absolute_error: 0.0677, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.3679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.9308, kappa: 0.9219, kb_relative_information_score: 0.9265, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9344, 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: 0.9805, f_measure: 0.9648, kappa: 0.9609, kb_relative_information_score: 0.9632, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9653, predictive_accuracy: 0.9648, prior_entropy: 3.3218, recall: 0.9648, relative_absolute_error: 0.0391, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0838, root_relative_squared_error: 0.2795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.9396, kappa: 0.9323, kb_relative_information_score: 0.9363, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9412, predictive_accuracy: 0.9391, prior_entropy: 3.3218, recall: 0.9391, relative_absolute_error: 0.0677, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.3679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, f_measure: 0.9442, kappa: 0.9372, kb_relative_information_score: 0.9409, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9494, 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: 0.9749, f_measure: 0.9549, kappa: 0.9498, kb_relative_information_score: 0.9527, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9556, predictive_accuracy: 0.9548, prior_entropy: 3.3218, recall: 0.9548, relative_absolute_error: 0.0502, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.3169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5437, kappa: 0.0875, kb_relative_information_score: 0.1417, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1802, prior_entropy: 3.3218, recall: 0.1802, relative_absolute_error: 0.9109, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4049, root_relative_squared_error: 1.3498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6173, f_measure: 0.2997, kappa: 0.2347, kb_relative_information_score: 0.2793, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8578, predictive_accuracy: 0.312, prior_entropy: 3.3218, recall: 0.312, relative_absolute_error: 0.7645, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3709, root_relative_squared_error: 1.2365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5186, kappa: 0.0372, kb_relative_information_score: 0.0947, mean_absolute_error: 0.173, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.135, prior_entropy: 3.3218, recall: 0.135, relative_absolute_error: 0.9612, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4159, root_relative_squared_error: 1.3865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6638, f_measure: 0.4266, kappa: 0.3276, kb_relative_information_score: 0.3666, mean_absolute_error: 0.1209, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9115, predictive_accuracy: 0.3955, prior_entropy: 3.3218, recall: 0.3955, relative_absolute_error: 0.6717, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3477, root_relative_squared_error: 1.1591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5999, kappa: 0.1997, kb_relative_information_score: 0.2465, mean_absolute_error: 0.1439, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.2806, prior_entropy: 3.3218, recall: 0.2806, relative_absolute_error: 0.7993, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3793, root_relative_squared_error: 1.2644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, f_measure: 0.9438, kappa: 0.9372, kb_relative_information_score: 0.9408, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9471, 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: 0.5123, kappa: 0.0246, kb_relative_information_score: 0.0829, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1237, prior_entropy: 3.3218, recall: 0.1237, relative_absolute_error: 0.9737, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4186, root_relative_squared_error: 1.3955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5231, kappa: 0.0463, kb_relative_information_score: 0.1032, mean_absolute_error: 0.1714, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1431, prior_entropy: 3.3218, recall: 0.1431, relative_absolute_error: 0.9521, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.414, root_relative_squared_error: 1.3799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9324, f_measure: 0.8889, kappa: 0.8647, kb_relative_information_score: 0.8724, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9274, predictive_accuracy: 0.8782, prior_entropy: 3.3218, recall: 0.8782, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1561, root_relative_squared_error: 0.5202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.8915, kappa: 0.8682, kb_relative_information_score: 0.8757, 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: 0.9567, f_measure: 0.9216, kappa: 0.9135, kb_relative_information_score: 0.9184, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9266, predictive_accuracy: 0.9222, prior_entropy: 3.3218, recall: 0.9222, relative_absolute_error: 0.0865, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1248, root_relative_squared_error: 0.4159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9557, f_measure: 0.9199, kappa: 0.9114, kb_relative_information_score: 0.9164, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9251, predictive_accuracy: 0.9203, prior_entropy: 3.3218, recall: 0.9203, relative_absolute_error: 0.0886, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1263, root_relative_squared_error: 0.4209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9546, f_measure: 0.9181, kappa: 0.9093, kb_relative_information_score: 0.9144, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9233, predictive_accuracy: 0.9184, prior_entropy: 3.3218, recall: 0.9184, relative_absolute_error: 0.0907, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1278, root_relative_squared_error: 0.4259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9557, f_measure: 0.9199, kappa: 0.9114, kb_relative_information_score: 0.9164, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9251, predictive_accuracy: 0.9203, prior_entropy: 3.3218, recall: 0.9203, relative_absolute_error: 0.0886, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1263, root_relative_squared_error: 0.4209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9553, f_measure: 0.9194, kappa: 0.9107, kb_relative_information_score: 0.9158, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9245, predictive_accuracy: 0.9196, prior_entropy: 3.3218, recall: 0.9196, relative_absolute_error: 0.0893, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1268, root_relative_squared_error: 0.4226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9557, f_measure: 0.9199, kappa: 0.9114, kb_relative_information_score: 0.9164, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9251, predictive_accuracy: 0.9203, prior_entropy: 3.3218, recall: 0.9203, relative_absolute_error: 0.0886, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1263, root_relative_squared_error: 0.4209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.925, kappa: 0.917, kb_relative_information_score: 0.9217, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9296, predictive_accuracy: 0.9253, prior_entropy: 3.3218, recall: 0.9253, relative_absolute_error: 0.083, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1222, root_relative_squared_error: 0.4074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, f_measure: 0.9165, kappa: 0.9079, kb_relative_information_score: 0.9131, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9231, predictive_accuracy: 0.9171, prior_entropy: 3.3218, recall: 0.9171, relative_absolute_error: 0.0921, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1287, root_relative_squared_error: 0.4291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.9316, kappa: 0.924, kb_relative_information_score: 0.9284, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9321, predictive_accuracy: 0.9316, prior_entropy: 3.3218, recall: 0.9316, relative_absolute_error: 0.076, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.117, root_relative_squared_error: 0.3899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.963, f_measure: 0.9333, kappa: 0.9261, kb_relative_information_score: 0.9303, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9344, 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: 0.955, f_measure: 0.9187, kappa: 0.91, kb_relative_information_score: 0.9151, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9246, predictive_accuracy: 0.919, prior_entropy: 3.3218, recall: 0.919, relative_absolute_error: 0.09, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1273, root_relative_squared_error: 0.4242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9557, f_measure: 0.9199, kappa: 0.9114, kb_relative_information_score: 0.9164, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9249, predictive_accuracy: 0.9203, prior_entropy: 3.3218, recall: 0.9203, relative_absolute_error: 0.0886, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1263, root_relative_squared_error: 0.4209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9574, f_measure: 0.9231, kappa: 0.9149, kb_relative_information_score: 0.9197, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9279, 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: 0.9557, f_measure: 0.9199, kappa: 0.9114, kb_relative_information_score: 0.9164, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9251, predictive_accuracy: 0.9203, prior_entropy: 3.3218, recall: 0.9203, relative_absolute_error: 0.0886, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1263, root_relative_squared_error: 0.4209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.9255, kappa: 0.9177, kb_relative_information_score: 0.9223, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9299, predictive_accuracy: 0.9259, prior_entropy: 3.3218, recall: 0.9259, relative_absolute_error: 0.0823, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1217, root_relative_squared_error: 0.4057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9557, f_measure: 0.9199, kappa: 0.9114, kb_relative_information_score: 0.9164, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9251, predictive_accuracy: 0.9203, prior_entropy: 3.3218, recall: 0.9203, relative_absolute_error: 0.0886, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1263, root_relative_squared_error: 0.4209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9595, f_measure: 0.9272, kappa: 0.9191, kb_relative_information_score: 0.9238, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9282, predictive_accuracy: 0.9272, prior_entropy: 3.3218, recall: 0.9272, relative_absolute_error: 0.0809, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1207, root_relative_squared_error: 0.4023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9574, f_measure: 0.9229, kappa: 0.9149, kb_relative_information_score: 0.9197, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9277, 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: 0.9564, f_measure: 0.9213, kappa: 0.9128, kb_relative_information_score: 0.9177, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9268, 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: 0.9571, f_measure: 0.9225, kappa: 0.9142, kb_relative_information_score: 0.919, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9275, predictive_accuracy: 0.9228, prior_entropy: 3.3218, recall: 0.9228, relative_absolute_error: 0.0858, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1243, root_relative_squared_error: 0.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9546, f_measure: 0.9179, kappa: 0.9093, kb_relative_information_score: 0.9144, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9238, predictive_accuracy: 0.9184, prior_entropy: 3.3218, recall: 0.9184, relative_absolute_error: 0.0907, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1278, root_relative_squared_error: 0.4259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9574, f_measure: 0.9234, kappa: 0.9149, kb_relative_information_score: 0.9197, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9288, 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: 0.9557, f_measure: 0.9199, kappa: 0.9114, kb_relative_information_score: 0.9164, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9252, predictive_accuracy: 0.9203, prior_entropy: 3.3218, recall: 0.9203, relative_absolute_error: 0.0886, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1263, root_relative_squared_error: 0.4209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.9206, kappa: 0.9121, kb_relative_information_score: 0.9171, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9258, predictive_accuracy: 0.9209, prior_entropy: 3.3218, recall: 0.9209, relative_absolute_error: 0.0879, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1258, root_relative_squared_error: 0.4193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.9206, kappa: 0.9121, kb_relative_information_score: 0.9171, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9257, predictive_accuracy: 0.9209, prior_entropy: 3.3218, recall: 0.9209, relative_absolute_error: 0.0879, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1258, root_relative_squared_error: 0.4193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9564, f_measure: 0.921, kappa: 0.9128, kb_relative_information_score: 0.9177, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9261, 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: 0.9553, f_measure: 0.9192, kappa: 0.9107, kb_relative_information_score: 0.9158, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9248, predictive_accuracy: 0.9196, prior_entropy: 3.3218, recall: 0.9196, relative_absolute_error: 0.0893, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1268, root_relative_squared_error: 0.4226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.946, kappa: 0.94, kb_relative_information_score: 0.9457, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9466, predictive_accuracy: 0.946, prior_entropy: 3.3218, recall: 0.946, relative_absolute_error: 0.0667, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.3122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9083, kappa: 0.8982, kb_relative_information_score: 0.8539, mean_absolute_error: 0.0436, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9094, predictive_accuracy: 0.9083, prior_entropy: 3.3218, recall: 0.9083, relative_absolute_error: 0.2423, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1222, root_relative_squared_error: 0.4073,

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