OpenML
Supervised Classification on churn

Supervised Classification on churn

Task 146227 Supervised Classification churn 2049 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9058, f_measure: 0.9416, kappa: 0.747, kb_relative_information_score: 2771.8862, mean_absolute_error: 0.1058, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9435, predictive_accuracy: 0.945, prior_entropy: 0.5883, recall: 0.945, relative_absolute_error: 0.4356, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.6163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8853, kb_relative_information_score: 415.1504, mean_absolute_error: 0.22, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.9057, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3186, root_relative_squared_error: 0.9144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9127, f_measure: 0.9353, kappa: 0.716, kb_relative_information_score: 2245.7532, mean_absolute_error: 0.1315, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9394, predictive_accuracy: 0.9402, prior_entropy: 0.5883, recall: 0.9402, relative_absolute_error: 0.5414, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2292, root_relative_squared_error: 0.6578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9101, f_measure: 0.9314, kappa: 0.6965, kb_relative_information_score: 2085.585, mean_absolute_error: 0.1374, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9373, predictive_accuracy: 0.9374, prior_entropy: 0.5883, recall: 0.9374, relative_absolute_error: 0.5658, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2349, root_relative_squared_error: 0.674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9104, f_measure: 0.9291, kappa: 0.6853, kb_relative_information_score: 2037.7942, mean_absolute_error: 0.1401, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9357, predictive_accuracy: 0.9356, prior_entropy: 0.5883, recall: 0.9356, relative_absolute_error: 0.5767, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2362, root_relative_squared_error: 0.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5994, f_measure: 0.847, kappa: 0.2823, kb_relative_information_score: 1822.9429, mean_absolute_error: 0.1228, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8613, predictive_accuracy: 0.8772, prior_entropy: 0.5883, recall: 0.8772, relative_absolute_error: 0.5055, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3504, root_relative_squared_error: 1.0057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7746, f_measure: 0.9053, kappa: 0.5949, kb_relative_information_score: 2650.0147, mean_absolute_error: 0.0908, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9036, predictive_accuracy: 0.9092, prior_entropy: 0.5883, recall: 0.9092, relative_absolute_error: 0.3738, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3013, root_relative_squared_error: 0.8648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8195, f_measure: 0.9215, kappa: 0.6695, kb_relative_information_score: 3017.0278, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9205, predictive_accuracy: 0.9234, prior_entropy: 0.5883, recall: 0.9234, relative_absolute_error: 0.3153, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2768, root_relative_squared_error: 0.7943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5015, f_measure: 0.7942, kappa: 0.0052, kb_relative_information_score: 1331.869, mean_absolute_error: 0.1418, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.7905, predictive_accuracy: 0.8582, prior_entropy: 0.5883, recall: 0.8582, relative_absolute_error: 0.5837, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3766, root_relative_squared_error: 1.0807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5535, f_measure: 0.8232, kappa: 0.1605, kb_relative_information_score: 1486.945, mean_absolute_error: 0.1358, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8333, predictive_accuracy: 0.8642, prior_entropy: 0.5883, recall: 0.8642, relative_absolute_error: 0.559, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3685, root_relative_squared_error: 1.0576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7445, f_measure: 0.8991, kappa: 0.5587, kb_relative_information_score: 2572.4767, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8984, predictive_accuracy: 0.9062, prior_entropy: 0.5883, recall: 0.9062, relative_absolute_error: 0.3861, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3063, root_relative_squared_error: 0.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7843, f_measure: 0.9067, kappa: 0.6043, kb_relative_information_score: 2660.3531, mean_absolute_error: 0.0904, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9051, predictive_accuracy: 0.9096, prior_entropy: 0.5883, recall: 0.9096, relative_absolute_error: 0.3721, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3007, root_relative_squared_error: 0.8629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7494, f_measure: 0.8991, kappa: 0.5614, kb_relative_information_score: 2551.7999, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8978, predictive_accuracy: 0.9054, prior_entropy: 0.5883, recall: 0.9054, relative_absolute_error: 0.3894, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.8827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5211, f_measure: 0.807, kappa: 0.0698, kb_relative_information_score: 1466.2682, mean_absolute_error: 0.1366, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.857, predictive_accuracy: 0.8634, prior_entropy: 0.5883, recall: 0.8634, relative_absolute_error: 0.5623, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3696, root_relative_squared_error: 1.0607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8174, f_measure: 0.9192, kappa: 0.6606, kb_relative_information_score: 2949.8282, mean_absolute_error: 0.0792, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9181, predictive_accuracy: 0.9208, prior_entropy: 0.5883, recall: 0.9208, relative_absolute_error: 0.326, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2814, root_relative_squared_error: 0.8077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.756, f_measure: 0.9108, kappa: 0.6049, kb_relative_information_score: 2898.1362, mean_absolute_error: 0.0812, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9141, predictive_accuracy: 0.9188, prior_entropy: 0.5883, recall: 0.9188, relative_absolute_error: 0.3343, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.285, root_relative_squared_error: 0.8178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.517, f_measure: 0.8044, kappa: 0.0565, kb_relative_information_score: 1440.4222, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8548, predictive_accuracy: 0.8624, prior_entropy: 0.5883, recall: 0.8624, relative_absolute_error: 0.5665, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3709, root_relative_squared_error: 1.0646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7262, f_measure: 0.8941, kappa: 0.5316, kb_relative_information_score: 2494.9387, mean_absolute_error: 0.0968, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8944, predictive_accuracy: 0.9032, prior_entropy: 0.5883, recall: 0.9032, relative_absolute_error: 0.3985, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3111, root_relative_squared_error: 0.8929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5759, f_measure: 0.835, kappa: 0.2211, kb_relative_information_score: 1642.021, mean_absolute_error: 0.1298, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8476, predictive_accuracy: 0.8702, prior_entropy: 0.5883, recall: 0.8702, relative_absolute_error: 0.5343, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3603, root_relative_squared_error: 1.034,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6434, f_measure: 0.867, kappa: 0.3851, kb_relative_information_score: 2122.7564, mean_absolute_error: 0.1112, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8784, predictive_accuracy: 0.8888, prior_entropy: 0.5883, recall: 0.8888, relative_absolute_error: 0.4578, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3335, root_relative_squared_error: 0.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5556, f_measure: 0.8244, kappa: 0.1665, kb_relative_information_score: 1502.4526, mean_absolute_error: 0.1352, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8349, predictive_accuracy: 0.8648, prior_entropy: 0.5883, recall: 0.8648, relative_absolute_error: 0.5566, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3677, root_relative_squared_error: 1.0553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5067, f_measure: 0.7978, kappa: 0.0228, kb_relative_information_score: 1378.3918, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8474, predictive_accuracy: 0.86, prior_entropy: 0.5883, recall: 0.86, relative_absolute_error: 0.5763, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3742, root_relative_squared_error: 1.0739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6787, f_measure: 0.8806, kappa: 0.4563, kb_relative_information_score: 2324.3552, mean_absolute_error: 0.1034, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8874, predictive_accuracy: 0.8966, prior_entropy: 0.5883, recall: 0.8966, relative_absolute_error: 0.4257, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3216, root_relative_squared_error: 0.9229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7932, kappa: -0.0004, kb_relative_information_score: 1337.0382, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.7372, predictive_accuracy: 0.8584, prior_entropy: 0.5883, recall: 0.8584, relative_absolute_error: 0.5829, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3763, root_relative_squared_error: 1.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7932, kappa: -0.0004, kb_relative_information_score: 1337.0382, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.7372, predictive_accuracy: 0.8584, prior_entropy: 0.5883, recall: 0.8584, relative_absolute_error: 0.5829, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3763, root_relative_squared_error: 1.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8308, f_measure: 0.9312, kappa: 0.7075, kb_relative_information_score: 3280.6569, mean_absolute_error: 0.0664, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9306, predictive_accuracy: 0.9336, prior_entropy: 0.5883, recall: 0.9336, relative_absolute_error: 0.2733, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2577, root_relative_squared_error: 0.7395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8193, f_measure: 0.9299, kappa: 0.6989, kb_relative_information_score: 3270.3185, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9299, predictive_accuracy: 0.9332, prior_entropy: 0.5883, recall: 0.9332, relative_absolute_error: 0.275, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2585, root_relative_squared_error: 0.7418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8209, f_measure: 0.9306, kappa: 0.7018, kb_relative_information_score: 3285.8261, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9306, predictive_accuracy: 0.9338, prior_entropy: 0.5883, recall: 0.9338, relative_absolute_error: 0.2725, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2573, root_relative_squared_error: 0.7384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7932, kappa: -0.0004, kb_relative_information_score: 1337.0382, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.7372, predictive_accuracy: 0.8584, prior_entropy: 0.5883, recall: 0.8584, relative_absolute_error: 0.5829, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3763, root_relative_squared_error: 1.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8009, f_measure: 0.9237, kappa: 0.6699, kb_relative_information_score: 3135.9193, mean_absolute_error: 0.072, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.924, predictive_accuracy: 0.928, prior_entropy: 0.5883, recall: 0.928, relative_absolute_error: 0.2964, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2683, root_relative_squared_error: 0.7701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7745, f_measure: 0.916, kappa: 0.6315, kb_relative_information_score: 2986.0126, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9175, predictive_accuracy: 0.9222, prior_entropy: 0.5883, recall: 0.9222, relative_absolute_error: 0.3203, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2789, root_relative_squared_error: 0.8005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7668, f_measure: 0.9142, kappa: 0.6219, kb_relative_information_score: 2960.1666, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9166, predictive_accuracy: 0.9212, prior_entropy: 0.5883, recall: 0.9212, relative_absolute_error: 0.3244, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2807, root_relative_squared_error: 0.8056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6352, f_measure: 0.8642, kappa: 0.3691, kb_relative_information_score: 2096.9104, mean_absolute_error: 0.1122, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8782, predictive_accuracy: 0.8878, prior_entropy: 0.5883, recall: 0.8878, relative_absolute_error: 0.4619, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.335, root_relative_squared_error: 0.9613,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.7937, kappa: 0.002, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.808, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7932, kappa: -0.0004, kb_relative_information_score: 1337.0382, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.7372, predictive_accuracy: 0.8584, prior_entropy: 0.5883, recall: 0.8584, relative_absolute_error: 0.5829, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3763, root_relative_squared_error: 1.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,

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