OpenML
Supervised Classification on SpeedDating

Supervised Classification on SpeedDating

Task 146607 Supervised Classification SpeedDating 23409 runs submitted
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23409 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6691, f_measure: 0.8488, kappa: 0.4063, kb_relative_information_score: 3328.4759, mean_absolute_error: 0.136, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8477, predictive_accuracy: 0.864, prior_entropy: 0.6457, recall: 0.864, relative_absolute_error: 0.494, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3687, root_relative_squared_error: 0.994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6332, f_measure: 0.7989, kappa: 0.2676, kb_relative_information_score: 926.7863, mean_absolute_error: 0.2006, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.7985, predictive_accuracy: 0.7994, prior_entropy: 0.6457, recall: 0.7994, relative_absolute_error: 0.729, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4479, root_relative_squared_error: 1.2076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5012, f_measure: 0.7612, kappa: 0.0039, kb_relative_information_score: 2260.5659, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.7803, predictive_accuracy: 0.8353, prior_entropy: 0.6457, recall: 0.8353, relative_absolute_error: 0.5985, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4059, root_relative_squared_error: 1.0942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.699, f_measure: 0.8487, kappa: 0.4301, kb_relative_information_score: 2987.2764, mean_absolute_error: 0.1451, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8449, predictive_accuracy: 0.8549, prior_entropy: 0.6457, recall: 0.8549, relative_absolute_error: 0.5274, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.381, root_relative_squared_error: 1.0271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6145, f_measure: 0.8294, kappa: 0.308, kb_relative_information_score: 3120.2113, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8401, predictive_accuracy: 0.8584, prior_entropy: 0.6457, recall: 0.8584, relative_absolute_error: 0.5143, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3762, root_relative_squared_error: 1.0143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6744, f_measure: 0.8456, kappa: 0.4025, kb_relative_information_score: 3084.762, mean_absolute_error: 0.1425, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8417, predictive_accuracy: 0.8575, prior_entropy: 0.6457, recall: 0.8575, relative_absolute_error: 0.5178, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3775, root_relative_squared_error: 1.0178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6491, f_measure: 0.8091, kappa: 0.302, kb_relative_information_score: 1334.4532, mean_absolute_error: 0.1897, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.808, predictive_accuracy: 0.8103, prior_entropy: 0.6457, recall: 0.8103, relative_absolute_error: 0.6891, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4355, root_relative_squared_error: 1.1741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6976, f_measure: 0.8502, kappa: 0.4326, kb_relative_information_score: 3080.3308, mean_absolute_error: 0.1426, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8463, predictive_accuracy: 0.8574, prior_entropy: 0.6457, recall: 0.8574, relative_absolute_error: 0.5183, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3777, root_relative_squared_error: 1.0182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6599, f_measure: 0.8432, kappa: 0.3844, kb_relative_information_score: 3142.3671, mean_absolute_error: 0.141, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8411, predictive_accuracy: 0.859, prior_entropy: 0.6457, recall: 0.859, relative_absolute_error: 0.5122, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3755, root_relative_squared_error: 1.0122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6709, f_measure: 0.8445, kappa: 0.3968, kb_relative_information_score: 3067.0373, mean_absolute_error: 0.143, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8407, predictive_accuracy: 0.857, prior_entropy: 0.6457, recall: 0.857, relative_absolute_error: 0.5196, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3781, root_relative_squared_error: 1.0195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6434, f_measure: 0.8383, kappa: 0.3576, kb_relative_information_score: 3111.349, mean_absolute_error: 0.1418, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8386, predictive_accuracy: 0.8582, prior_entropy: 0.6457, recall: 0.8582, relative_absolute_error: 0.5152, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3766, root_relative_squared_error: 1.0152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6575, f_measure: 0.8456, kappa: 0.3887, kb_relative_information_score: 3315.1824, mean_absolute_error: 0.1363, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8466, predictive_accuracy: 0.8637, prior_entropy: 0.6457, recall: 0.8637, relative_absolute_error: 0.4953, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3692, root_relative_squared_error: 0.9954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 2260.5659, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, predictive_accuracy: 0.8353, prior_entropy: 0.6457, recall: 0.8353, relative_absolute_error: 0.5985, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4059, root_relative_squared_error: 1.0942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6958, f_measure: 0.8447, kappa: 0.418, kb_relative_information_score: 2805.5988, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.841, predictive_accuracy: 0.85, prior_entropy: 0.6457, recall: 0.85, relative_absolute_error: 0.5451, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3873, root_relative_squared_error: 1.0443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.544, f_measure: 0.7495, kappa: 0.0882, kb_relative_information_score: -912.1457, mean_absolute_error: 0.2502, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.7491, predictive_accuracy: 0.7498, prior_entropy: 0.6457, recall: 0.7498, relative_absolute_error: 0.909, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.3485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6947, f_measure: 0.8348, kappa: 0.3952, kb_relative_information_score: 2287.1529, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8336, predictive_accuracy: 0.836, prior_entropy: 0.6457, recall: 0.836, relative_absolute_error: 0.5959, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.405, root_relative_squared_error: 1.0918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5416, f_measure: 0.7509, kappa: 0.085, kb_relative_information_score: -770.3485, mean_absolute_error: 0.2464, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.7482, predictive_accuracy: 0.7536, prior_entropy: 0.6457, recall: 0.7536, relative_absolute_error: 0.8951, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4963, root_relative_squared_error: 1.3381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5574, f_measure: 0.7566, kappa: 0.115, kb_relative_information_score: -655.1383, mean_absolute_error: 0.2433, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.7565, predictive_accuracy: 0.7567, prior_entropy: 0.6457, recall: 0.7567, relative_absolute_error: 0.8838, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4932, root_relative_squared_error: 1.3297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5821, f_measure: 0.7707, kappa: 0.1648, kb_relative_information_score: -118.9678, mean_absolute_error: 0.2288, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.7702, predictive_accuracy: 0.7712, prior_entropy: 0.6457, recall: 0.7712, relative_absolute_error: 0.8314, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4783, root_relative_squared_error: 1.2896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 2260.5659, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, predictive_accuracy: 0.8353, prior_entropy: 0.6457, recall: 0.8353, relative_absolute_error: 0.5985, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4059, root_relative_squared_error: 1.0942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5877, f_measure: 0.773, kappa: 0.1753, kb_relative_information_score: -56.9315, mean_absolute_error: 0.2271, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.7731, predictive_accuracy: 0.7729, prior_entropy: 0.6457, recall: 0.7729, relative_absolute_error: 0.8253, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4766, root_relative_squared_error: 1.2849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6615, f_measure: 0.811, kappa: 0.3183, kb_relative_information_score: 1307.8662, mean_absolute_error: 0.1904, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8124, predictive_accuracy: 0.8096, prior_entropy: 0.6457, recall: 0.8096, relative_absolute_error: 0.6917, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4363, root_relative_squared_error: 1.1763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.503, f_measure: 0.7627, kappa: 0.0099, kb_relative_information_score: 2282.7218, mean_absolute_error: 0.1641, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8124, predictive_accuracy: 0.8359, prior_entropy: 0.6457, recall: 0.8359, relative_absolute_error: 0.5963, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4051, root_relative_squared_error: 1.0922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6497, f_measure: 0.8421, kappa: 0.3729, kb_relative_information_score: 3230.9903, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8433, predictive_accuracy: 0.8614, prior_entropy: 0.6457, recall: 0.8614, relative_absolute_error: 0.5035, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3723, root_relative_squared_error: 1.0036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6765, f_measure: 0.8507, kappa: 0.4171, kb_relative_information_score: 3337.3382, mean_absolute_error: 0.1357, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8487, predictive_accuracy: 0.8643, prior_entropy: 0.6457, recall: 0.8643, relative_absolute_error: 0.4931, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3684, root_relative_squared_error: 0.9932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5009, f_measure: 0.7611, kappa: 0.0031, kb_relative_information_score: 2264.9971, mean_absolute_error: 0.1646, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.7967, predictive_accuracy: 0.8354, prior_entropy: 0.6457, recall: 0.8354, relative_absolute_error: 0.598, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4057, root_relative_squared_error: 1.0938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6906, f_measure: 0.8475, kappa: 0.4203, kb_relative_information_score: 3005.0011, mean_absolute_error: 0.1447, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8433, predictive_accuracy: 0.8553, prior_entropy: 0.6457, recall: 0.8553, relative_absolute_error: 0.5256, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3803, root_relative_squared_error: 1.0254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5568, f_measure: 0.7998, kappa: 0.1711, kb_relative_information_score: 2752.4249, mean_absolute_error: 0.1515, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8341, predictive_accuracy: 0.8485, prior_entropy: 0.6457, recall: 0.8485, relative_absolute_error: 0.5503, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3892, root_relative_squared_error: 1.0492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5602, f_measure: 0.8019, kappa: 0.1803, kb_relative_information_score: 2783.443, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8351, predictive_accuracy: 0.8494, prior_entropy: 0.6457, recall: 0.8494, relative_absolute_error: 0.5473, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3881, root_relative_squared_error: 1.0463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6888, f_measure: 0.829, kappa: 0.3781, kb_relative_information_score: 2030.1455, mean_absolute_error: 0.1709, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8289, predictive_accuracy: 0.8291, prior_entropy: 0.6457, recall: 0.8291, relative_absolute_error: 0.621, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4134, root_relative_squared_error: 1.1146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5944, f_measure: 0.8184, kappa: 0.2597, kb_relative_information_score: 2880.9286, mean_absolute_error: 0.148, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8292, predictive_accuracy: 0.852, prior_entropy: 0.6457, recall: 0.852, relative_absolute_error: 0.5378, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3847, root_relative_squared_error: 1.0372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 2260.5659, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, predictive_accuracy: 0.8353, prior_entropy: 0.6457, recall: 0.8353, relative_absolute_error: 0.5985, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4059, root_relative_squared_error: 1.0942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6446, f_measure: 0.8417, kappa: 0.3673, kb_relative_information_score: 3288.5954, mean_absolute_error: 0.137, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8456, predictive_accuracy: 0.863, prior_entropy: 0.6457, recall: 0.863, relative_absolute_error: 0.4979, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3702, root_relative_squared_error: 0.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6897, f_measure: 0.8295, kappa: 0.3799, kb_relative_information_score: 2047.8702, mean_absolute_error: 0.1704, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8294, predictive_accuracy: 0.8296, prior_entropy: 0.6457, recall: 0.8296, relative_absolute_error: 0.6193, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4129, root_relative_squared_error: 1.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.693, f_measure: 0.8405, kappa: 0.4061, kb_relative_information_score: 2610.6277, mean_absolute_error: 0.1553, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8373, predictive_accuracy: 0.8447, prior_entropy: 0.6457, recall: 0.8447, relative_absolute_error: 0.5642, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3941, root_relative_squared_error: 1.0624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 2260.5659, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, predictive_accuracy: 0.8353, prior_entropy: 0.6457, recall: 0.8353, relative_absolute_error: 0.5985, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4059, root_relative_squared_error: 1.0942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6182, f_measure: 0.797, kappa: 0.2469, kb_relative_information_score: 1006.5472, mean_absolute_error: 0.1985, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.7931, predictive_accuracy: 0.8015, prior_entropy: 0.6457, recall: 0.8015, relative_absolute_error: 0.7212, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4455, root_relative_squared_error: 1.2011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 2260.5659, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, predictive_accuracy: 0.8353, prior_entropy: 0.6457, recall: 0.8353, relative_absolute_error: 0.5985, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4059, root_relative_squared_error: 1.0942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 2260.5659, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, predictive_accuracy: 0.8353, prior_entropy: 0.6457, recall: 0.8353, relative_absolute_error: 0.5985, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4059, root_relative_squared_error: 1.0942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 2260.5659, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, predictive_accuracy: 0.8353, prior_entropy: 0.6457, recall: 0.8353, relative_absolute_error: 0.5985, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4059, root_relative_squared_error: 1.0942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 2260.5659, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, predictive_accuracy: 0.8353, prior_entropy: 0.6457, recall: 0.8353, relative_absolute_error: 0.5985, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4059, root_relative_squared_error: 1.0942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 2260.5659, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, predictive_accuracy: 0.8353, prior_entropy: 0.6457, recall: 0.8353, relative_absolute_error: 0.5985, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4059, root_relative_squared_error: 1.0942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.679, f_measure: 0.8475, kappa: 0.411, kb_relative_information_score: 3133.5048, mean_absolute_error: 0.1412, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8437, predictive_accuracy: 0.8588, prior_entropy: 0.6457, recall: 0.8588, relative_absolute_error: 0.513, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3758, root_relative_squared_error: 1.0131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 2260.5659, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, predictive_accuracy: 0.8353, prior_entropy: 0.6457, recall: 0.8353, relative_absolute_error: 0.5985, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4059, root_relative_squared_error: 1.0942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6325, f_measure: 0.7986, kappa: 0.2663, kb_relative_information_score: 917.924, mean_absolute_error: 0.2009, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.7981, predictive_accuracy: 0.7991, prior_entropy: 0.6457, recall: 0.7991, relative_absolute_error: 0.7299, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4482, root_relative_squared_error: 1.2083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6934, f_measure: 0.8557, kappa: 0.4432, kb_relative_information_score: 3412.6679, mean_absolute_error: 0.1337, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8529, predictive_accuracy: 0.8663, prior_entropy: 0.6457, recall: 0.8663, relative_absolute_error: 0.4857, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3656, root_relative_squared_error: 0.9857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6789, f_measure: 0.8466, kappa: 0.4087, kb_relative_information_score: 3089.1932, mean_absolute_error: 0.1424, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8426, predictive_accuracy: 0.8576, prior_entropy: 0.6457, recall: 0.8576, relative_absolute_error: 0.5174, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3774, root_relative_squared_error: 1.0173,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6558, f_measure: 0.845, kappa: 0.3856, kb_relative_information_score: 3301.8889, mean_absolute_error: 0.1367, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8461, predictive_accuracy: 0.8633, prior_entropy: 0.6457, recall: 0.8633, relative_absolute_error: 0.4966, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3697, root_relative_squared_error: 0.9967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5451, f_measure: 0.7495, kappa: 0.0901, kb_relative_information_score: -929.8703, mean_absolute_error: 0.2507, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.7496, predictive_accuracy: 0.7493, prior_entropy: 0.6457, recall: 0.7493, relative_absolute_error: 0.9107, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.5007, root_relative_squared_error: 1.3497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6959, f_measure: 0.8486, kappa: 0.4272, kb_relative_information_score: 3009.4322, mean_absolute_error: 0.1445, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8446, predictive_accuracy: 0.8555, prior_entropy: 0.6457, recall: 0.8555, relative_absolute_error: 0.5252, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3802, root_relative_squared_error: 1.025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5658, f_measure: 0.8049, kappa: 0.1944, kb_relative_information_score: 2805.5988, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8333, predictive_accuracy: 0.85, prior_entropy: 0.6457, recall: 0.85, relative_absolute_error: 0.5451, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3873, root_relative_squared_error: 1.0443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.545, f_measure: 0.7496, kappa: 0.09, kb_relative_information_score: -921.008, mean_absolute_error: 0.2504, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.7496, predictive_accuracy: 0.7496, prior_entropy: 0.6457, recall: 0.7496, relative_absolute_error: 0.9099, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.5004, root_relative_squared_error: 1.3491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6986, f_measure: 0.8457, kappa: 0.4226, kb_relative_information_score: 2832.1858, mean_absolute_error: 0.1493, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8422, predictive_accuracy: 0.8507, prior_entropy: 0.6457, recall: 0.8507, relative_absolute_error: 0.5425, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3864, root_relative_squared_error: 1.0418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6981, f_measure: 0.8488, kappa: 0.4295, kb_relative_information_score: 3000.5699, mean_absolute_error: 0.1448, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.8449, predictive_accuracy: 0.8552, prior_entropy: 0.6457, recall: 0.8552, relative_absolute_error: 0.5261, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.3805, root_relative_squared_error: 1.0258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5593, f_measure: 0.7593, kappa: 0.12, kb_relative_information_score: -504.4788, mean_absolute_error: 0.2392, mean_prior_absolute_error: 0.2752, number_of_instances: 8378, precision: 0.7579, predictive_accuracy: 0.7608, prior_entropy: 0.6457, recall: 0.7608, relative_absolute_error: 0.8691, root_mean_prior_squared_error: 0.3709, root_mean_squared_error: 0.4891, root_relative_squared_error: 1.3185,

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