Task
Supervised Classification on churn

Supervised Classification on churn

Task 167141 Supervised Classification churn 5463 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6065, f_measure: 0.8476, kappa: 0.3017, kb_relative_information_score: 0.1019, mean_absolute_error: 0.2156, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8698, number_of_instances: 5000, precision: 0.8463, predictive_accuracy: 0.8698, prior_entropy: 0.5879, relative_absolute_error: 0.8875, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3287, root_relative_squared_error: 0.9433, unweighted_recall: 0.6158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9154, f_measure: 0.8794, kappa: 0.4388, kb_relative_information_score: 0.3262, mean_absolute_error: 0.1635, mean_prior_absolute_error: 0.2429, weighted_recall: 0.901, number_of_instances: 5000, precision: 0.9043, predictive_accuracy: 0.901, prior_entropy: 0.5879, relative_absolute_error: 0.6729, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2575, root_relative_squared_error: 0.7389, unweighted_recall: 0.6594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6862, f_measure: 0.8097, kappa: 0.0865, kb_relative_information_score: -0.0403, mean_absolute_error: 0.2201, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8614, number_of_instances: 5000, precision: 0.8274, predictive_accuracy: 0.8614, prior_entropy: 0.5879, relative_absolute_error: 0.9061, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3317, root_relative_squared_error: 0.952, unweighted_recall: 0.527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6219, f_measure: 0.819, kappa: 0.1413, kb_relative_information_score: 0.0612, mean_absolute_error: 0.2182, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8606, number_of_instances: 5000, precision: 0.8229, predictive_accuracy: 0.8606, prior_entropy: 0.5879, relative_absolute_error: 0.8981, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3321, root_relative_squared_error: 0.9532, unweighted_recall: 0.5472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5293, kb_relative_information_score: -0.1059, mean_absolute_error: 0.2492, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8586, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5879, relative_absolute_error: 1.0259, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3484, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6876, kb_relative_information_score: -0.0032, mean_absolute_error: 0.2364, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8586, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5879, relative_absolute_error: 0.9731, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3402, root_relative_squared_error: 0.9764, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5071, f_measure: 0.7978, kappa: 0.0238, kb_relative_information_score: 0.2686, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8586, number_of_instances: 5000, precision: 0.8094, predictive_accuracy: 0.8586, prior_entropy: 0.5879, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792, unweighted_recall: 0.5071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5609, f_measure: 0.8021, kappa: 0.0495, kb_relative_information_score: -0.2732, mean_absolute_error: 0.2185, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8566, number_of_instances: 5000, precision: 0.8004, predictive_accuracy: 0.8566, prior_entropy: 0.5879, relative_absolute_error: 0.8995, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3724, root_relative_squared_error: 1.0687, unweighted_recall: 0.5154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6004, f_measure: 0.8202, kappa: 0.1621, kb_relative_information_score: 0.0646, mean_absolute_error: 0.2202, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8528, number_of_instances: 5000, precision: 0.8122, predictive_accuracy: 0.8528, prior_entropy: 0.5879, relative_absolute_error: 0.9066, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.332, root_relative_squared_error: 0.9528, unweighted_recall: 0.5587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5053, f_measure: 0.3319, kappa: 0.0144, kb_relative_information_score: -2.2051, mean_absolute_error: 0.4983, mean_prior_absolute_error: 0.2429, weighted_recall: 0.3012, number_of_instances: 5000, precision: 0.7791, predictive_accuracy: 0.3012, prior_entropy: 0.5879, relative_absolute_error: 2.0513, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.5, root_relative_squared_error: 1.435, unweighted_recall: 0.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8023, f_measure: 0.8668, kappa: 0.3779, kb_relative_information_score: 0.2264, mean_absolute_error: 0.1473, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8916, number_of_instances: 5000, precision: 0.8885, predictive_accuracy: 0.8916, prior_entropy: 0.5879, relative_absolute_error: 0.6065, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2952, root_relative_squared_error: 0.8473, unweighted_recall: 0.6356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6055, f_measure: 0.7867, kappa: 0.2168, kb_relative_information_score: -0.2043, mean_absolute_error: 0.2327, mean_prior_absolute_error: 0.2429, weighted_recall: 0.7676, number_of_instances: 5000, precision: 0.8135, predictive_accuracy: 0.7676, prior_entropy: 0.5879, relative_absolute_error: 0.9578, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.3739, unweighted_recall: 0.6325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8429, f_measure: 0.9171, kappa: 0.6641, kb_relative_information_score: 0.5645, mean_absolute_error: 0.0842, mean_prior_absolute_error: 0.2429, weighted_recall: 0.9158, number_of_instances: 5000, precision: 0.9188, predictive_accuracy: 0.9158, prior_entropy: 0.5879, relative_absolute_error: 0.3466, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2902, root_relative_squared_error: 0.8328, unweighted_recall: 0.8429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4983, kb_relative_information_score: 0.0003, mean_absolute_error: 0.2428, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8586, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5879, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3484, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.9464, kappa: 0.7677, kb_relative_information_score: 0.5989, mean_absolute_error: 0.0991, mean_prior_absolute_error: 0.2429, weighted_recall: 0.9496, number_of_instances: 5000, precision: 0.9489, predictive_accuracy: 0.9496, prior_entropy: 0.5879, relative_absolute_error: 0.4078, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2057, root_relative_squared_error: 0.5904, unweighted_recall: 0.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2686, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8586, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5879, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9059, f_measure: 0.9131, kappa: 0.6112, kb_relative_information_score: 0.34, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.2429, weighted_recall: 0.922, number_of_instances: 5000, precision: 0.9196, predictive_accuracy: 0.922, prior_entropy: 0.5879, relative_absolute_error: 0.5697, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2474, root_relative_squared_error: 0.7101, unweighted_recall: 0.7525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9044, f_measure: 0.9248, kappa: 0.6667, kb_relative_information_score: 0.3654, mean_absolute_error: 0.1317, mean_prior_absolute_error: 0.2429, weighted_recall: 0.9316, number_of_instances: 5000, precision: 0.9304, predictive_accuracy: 0.9316, prior_entropy: 0.5879, relative_absolute_error: 0.5422, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2422, root_relative_squared_error: 0.6952, unweighted_recall: 0.7818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4983, kb_relative_information_score: 0.0003, mean_absolute_error: 0.2428, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8586, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5879, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3484, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4983, kb_relative_information_score: 0.0003, mean_absolute_error: 0.2428, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8586, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5879, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3484, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8464, f_measure: 0.8705, kappa: 0.4623, kb_relative_information_score: 0.1897, mean_absolute_error: 0.1683, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8716, number_of_instances: 5000, precision: 0.8695, predictive_accuracy: 0.8716, prior_entropy: 0.5879, relative_absolute_error: 0.693, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3212, root_relative_squared_error: 0.922, unweighted_recall: 0.7273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.9472, kappa: 0.7705, kb_relative_information_score: 0.6013, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.2429, weighted_recall: 0.9504, number_of_instances: 5000, precision: 0.95, predictive_accuracy: 0.9504, prior_entropy: 0.5879, relative_absolute_error: 0.4099, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.5846, unweighted_recall: 0.8429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2686, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8586, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5879, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8996, f_measure: 0.9156, kappa: 0.623, kb_relative_information_score: 0.338, mean_absolute_error: 0.1375, mean_prior_absolute_error: 0.2429, weighted_recall: 0.9242, number_of_instances: 5000, precision: 0.9223, predictive_accuracy: 0.9242, prior_entropy: 0.5879, relative_absolute_error: 0.5662, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2471, root_relative_squared_error: 0.7093, unweighted_recall: 0.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9023, f_measure: 0.9217, kappa: 0.6501, kb_relative_information_score: 0.3501, mean_absolute_error: 0.136, mean_prior_absolute_error: 0.2429, weighted_recall: 0.9296, number_of_instances: 5000, precision: 0.9294, predictive_accuracy: 0.9296, prior_entropy: 0.5879, relative_absolute_error: 0.56, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2447, root_relative_squared_error: 0.7023, unweighted_recall: 0.7694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.9272, kappa: 0.692, kb_relative_information_score: 0.6117, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.2429, weighted_recall: 0.9292, number_of_instances: 5000, precision: 0.9263, predictive_accuracy: 0.9292, prior_entropy: 0.5879, relative_absolute_error: 0.3094, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2496, root_relative_squared_error: 0.7164, unweighted_recall: 0.8276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4983, kb_relative_information_score: 0.0003, mean_absolute_error: 0.2428, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8586, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5879, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3484, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8451, f_measure: 0.9179, kappa: 0.6677, kb_relative_information_score: 0.5686, mean_absolute_error: 0.0834, mean_prior_absolute_error: 0.2429, weighted_recall: 0.9166, number_of_instances: 5000, precision: 0.9197, predictive_accuracy: 0.9166, prior_entropy: 0.5879, relative_absolute_error: 0.3433, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2888, root_relative_squared_error: 0.8288, unweighted_recall: 0.8451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2686, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8586, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5879, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.9497, kappa: 0.782, kb_relative_information_score: 0.5032, mean_absolute_error: 0.1064, mean_prior_absolute_error: 0.2429, weighted_recall: 0.9526, number_of_instances: 5000, precision: 0.9522, predictive_accuracy: 0.9526, prior_entropy: 0.5879, relative_absolute_error: 0.4378, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2142, root_relative_squared_error: 0.6148, unweighted_recall: 0.8501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8592, f_measure: 0.8304, kappa: 0.2251, kb_relative_information_score: 0.1615, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8542, number_of_instances: 5000, precision: 0.8226, predictive_accuracy: 0.8542, prior_entropy: 0.5879, relative_absolute_error: 0.7512, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3072, root_relative_squared_error: 0.8815, unweighted_recall: 0.5872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8602, f_measure: 0.8302, kappa: 0.2232, kb_relative_information_score: 0.1613, mean_absolute_error: 0.1826, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8544, number_of_instances: 5000, precision: 0.8225, predictive_accuracy: 0.8544, prior_entropy: 0.5879, relative_absolute_error: 0.7517, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3068, root_relative_squared_error: 0.8806, unweighted_recall: 0.5862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7888, f_measure: 0.8181, kappa: 0.1264, kb_relative_information_score: 0.0384, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8682, number_of_instances: 5000, precision: 0.8676, predictive_accuracy: 0.8682, prior_entropy: 0.5879, relative_absolute_error: 0.8611, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3147, root_relative_squared_error: 0.9033, unweighted_recall: 0.5393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.8232, kappa: 0.1741, kb_relative_information_score: 0.1179, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8562, number_of_instances: 5000, precision: 0.8178, predictive_accuracy: 0.8562, prior_entropy: 0.5879, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.883, unweighted_recall: 0.5624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8593, f_measure: 0.8305, kappa: 0.2249, kb_relative_information_score: 0.162, mean_absolute_error: 0.1824, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8546, number_of_instances: 5000, precision: 0.8229, predictive_accuracy: 0.8546, prior_entropy: 0.5879, relative_absolute_error: 0.7509, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.307, root_relative_squared_error: 0.8812, unweighted_recall: 0.5869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8592, f_measure: 0.8304, kappa: 0.2251, kb_relative_information_score: 0.1615, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8542, number_of_instances: 5000, precision: 0.8226, predictive_accuracy: 0.8542, prior_entropy: 0.5879, relative_absolute_error: 0.7512, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3072, root_relative_squared_error: 0.8815, unweighted_recall: 0.5872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8602, f_measure: 0.8302, kappa: 0.2232, kb_relative_information_score: 0.1613, mean_absolute_error: 0.1826, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8544, number_of_instances: 5000, precision: 0.8225, predictive_accuracy: 0.8544, prior_entropy: 0.5879, relative_absolute_error: 0.7517, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3068, root_relative_squared_error: 0.8806, unweighted_recall: 0.5862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, f_measure: 0.8294, kappa: 0.217, kb_relative_information_score: 0.155, mean_absolute_error: 0.1841, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8548, number_of_instances: 5000, precision: 0.8219, predictive_accuracy: 0.8548, prior_entropy: 0.5879, relative_absolute_error: 0.7578, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3068, root_relative_squared_error: 0.8804, unweighted_recall: 0.5829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7888, f_measure: 0.8181, kappa: 0.1264, kb_relative_information_score: 0.0384, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8682, number_of_instances: 5000, precision: 0.8676, predictive_accuracy: 0.8682, prior_entropy: 0.5879, relative_absolute_error: 0.8611, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3147, root_relative_squared_error: 0.9033, unweighted_recall: 0.5393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.8232, kappa: 0.1741, kb_relative_information_score: 0.1179, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8562, number_of_instances: 5000, precision: 0.8178, predictive_accuracy: 0.8562, prior_entropy: 0.5879, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.883, unweighted_recall: 0.5624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8602, f_measure: 0.8302, kappa: 0.2232, kb_relative_information_score: 0.1613, mean_absolute_error: 0.1826, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8544, number_of_instances: 5000, precision: 0.8225, predictive_accuracy: 0.8544, prior_entropy: 0.5879, relative_absolute_error: 0.7517, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3068, root_relative_squared_error: 0.8806, unweighted_recall: 0.5862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8602, f_measure: 0.8302, kappa: 0.2232, kb_relative_information_score: 0.1613, mean_absolute_error: 0.1826, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8544, number_of_instances: 5000, precision: 0.8225, predictive_accuracy: 0.8544, prior_entropy: 0.5879, relative_absolute_error: 0.7517, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3068, root_relative_squared_error: 0.8806, unweighted_recall: 0.5862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8597, f_measure: 0.8302, kappa: 0.2232, kb_relative_information_score: 0.1621, mean_absolute_error: 0.1824, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8544, number_of_instances: 5000, precision: 0.8225, predictive_accuracy: 0.8544, prior_entropy: 0.5879, relative_absolute_error: 0.7509, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3069, root_relative_squared_error: 0.8809, unweighted_recall: 0.5862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8614, f_measure: 0.8291, kappa: 0.2153, kb_relative_information_score: 0.1799, mean_absolute_error: 0.1782, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8546, number_of_instances: 5000, precision: 0.8215, predictive_accuracy: 0.8546, prior_entropy: 0.5879, relative_absolute_error: 0.7336, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3088, root_relative_squared_error: 0.8863, unweighted_recall: 0.5821,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.8232, kappa: 0.1741, kb_relative_information_score: 0.1179, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8562, number_of_instances: 5000, precision: 0.8178, predictive_accuracy: 0.8562, prior_entropy: 0.5879, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.883, unweighted_recall: 0.5624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.8232, kappa: 0.1741, kb_relative_information_score: 0.1179, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8562, number_of_instances: 5000, precision: 0.8178, predictive_accuracy: 0.8562, prior_entropy: 0.5879, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.883, unweighted_recall: 0.5624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.8232, kappa: 0.1741, kb_relative_information_score: 0.1179, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8562, number_of_instances: 5000, precision: 0.8178, predictive_accuracy: 0.8562, prior_entropy: 0.5879, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.883, unweighted_recall: 0.5624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.8232, kappa: 0.1741, kb_relative_information_score: 0.1179, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8562, number_of_instances: 5000, precision: 0.8178, predictive_accuracy: 0.8562, prior_entropy: 0.5879, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.883, unweighted_recall: 0.5624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.8232, kappa: 0.1741, kb_relative_information_score: 0.1179, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8562, number_of_instances: 5000, precision: 0.8178, predictive_accuracy: 0.8562, prior_entropy: 0.5879, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.883, unweighted_recall: 0.5624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.8232, kappa: 0.1741, kb_relative_information_score: 0.1179, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8562, number_of_instances: 5000, precision: 0.8178, predictive_accuracy: 0.8562, prior_entropy: 0.5879, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.883, unweighted_recall: 0.5624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.8232, kappa: 0.1741, kb_relative_information_score: 0.1179, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8562, number_of_instances: 5000, precision: 0.8178, predictive_accuracy: 0.8562, prior_entropy: 0.5879, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.883, unweighted_recall: 0.5624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.8232, kappa: 0.1741, kb_relative_information_score: 0.1179, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8562, number_of_instances: 5000, precision: 0.8178, predictive_accuracy: 0.8562, prior_entropy: 0.5879, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.883, unweighted_recall: 0.5624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.8232, kappa: 0.1741, kb_relative_information_score: 0.1179, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8562, number_of_instances: 5000, precision: 0.8178, predictive_accuracy: 0.8562, prior_entropy: 0.5879, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.883, unweighted_recall: 0.5624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.8232, kappa: 0.1741, kb_relative_information_score: 0.1179, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8562, number_of_instances: 5000, precision: 0.8178, predictive_accuracy: 0.8562, prior_entropy: 0.5879, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.883, unweighted_recall: 0.5624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.8232, kappa: 0.1741, kb_relative_information_score: 0.1179, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8562, number_of_instances: 5000, precision: 0.8178, predictive_accuracy: 0.8562, prior_entropy: 0.5879, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.883, unweighted_recall: 0.5624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.8232, kappa: 0.1741, kb_relative_information_score: 0.1179, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8562, number_of_instances: 5000, precision: 0.8178, predictive_accuracy: 0.8562, prior_entropy: 0.5879, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.883, unweighted_recall: 0.5624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.8232, kappa: 0.1741, kb_relative_information_score: 0.1179, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8562, number_of_instances: 5000, precision: 0.8178, predictive_accuracy: 0.8562, prior_entropy: 0.5879, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.883, unweighted_recall: 0.5624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.8232, kappa: 0.1741, kb_relative_information_score: 0.1179, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8562, number_of_instances: 5000, precision: 0.8178, predictive_accuracy: 0.8562, prior_entropy: 0.5879, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.883, unweighted_recall: 0.5624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.8232, kappa: 0.1741, kb_relative_information_score: 0.1179, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.2429, weighted_recall: 0.8562, number_of_instances: 5000, precision: 0.8178, predictive_accuracy: 0.8562, prior_entropy: 0.5879, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.883, unweighted_recall: 0.5624,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

OpenML bootcamp

From your own software

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

OpenML APIs