Task
Supervised Classification on creditcard

Supervised Classification on creditcard

Task 145685 Supervised Classification creditcard 350 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, average_cost: 0.9983, f_measure: 0, kb_relative_information_score: -141702042.2774, mean_absolute_error: 0.9983, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0, predictive_accuracy: 0.0017, prior_entropy: 0.0184, recall: 0.0017, relative_absolute_error: 289.1457, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.9991, root_relative_squared_error: 24.0598, scimark_benchmark: 1840.702, total_cost: 284315, usercpu_time_millis: 1011156.25, usercpu_time_millis_testing: 1187.5, usercpu_time_millis_training: 1009968.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7368, average_cost: 0.4427, f_measure: 0.9987, kappa: 0.5848, kb_relative_information_score: -115136667.6536, mean_absolute_error: 0.3056, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9987, predictive_accuracy: 0.9988, prior_entropy: 0.0184, recall: 0.9988, relative_absolute_error: 88.5289, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.3081, root_relative_squared_error: 7.4191, total_cost: 126088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, average_cost: 0.8637, f_measure: 0.9974, kb_relative_information_score: -124585215.2135, mean_absolute_error: 0.464, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9965, predictive_accuracy: 0.9983, prior_entropy: 0.0184, recall: 0.9983, relative_absolute_error: 134.3957, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.464, root_relative_squared_error: 11.1737, total_cost: 246000,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, average_cost: 0.2109, f_measure: 0.998, kappa: 0.5173, kb_relative_information_score: -61589.4486, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9985, predictive_accuracy: 0.9976, prior_entropy: 0.0184, recall: 0.9976, relative_absolute_error: 0.7024, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0491, root_relative_squared_error: 1.1832, total_cost: 60074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, average_cost: 0.2161, f_measure: 0.9994, kappa: 0.8143, kb_relative_information_score: -809230.6099, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.0184, recall: 0.9994, relative_absolute_error: 0.3346, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0227, root_relative_squared_error: 0.5467, total_cost: 61545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8717, average_cost: 0.209, f_measure: 0.9995, kappa: 0.8342, kb_relative_information_score: 193741.9268, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.0184, recall: 0.9995, relative_absolute_error: 0.2329, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0223, root_relative_squared_error: 0.5366, total_cost: 59529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9685, average_cost: 0.2725, f_measure: 0.999, kappa: 0.7158, kb_relative_information_score: -610701.6044, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.999, predictive_accuracy: 0.9991, prior_entropy: 0.0184, recall: 0.9991, relative_absolute_error: 0.4153, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0299, root_relative_squared_error: 0.7205, total_cost: 77612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, average_cost: 0.1933, f_measure: 0.998, kappa: 0.5369, kb_relative_information_score: -44294.304, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9986, predictive_accuracy: 0.9977, prior_entropy: 0.0184, recall: 0.9977, relative_absolute_error: 0.6692, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0481, root_relative_squared_error: 1.1575, total_cost: 55049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, average_cost: 0.1809, f_measure: 0.9995, kappa: 0.8547, kb_relative_information_score: 220318.2513, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.0184, recall: 0.9995, relative_absolute_error: 0.1327, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0209, root_relative_squared_error: 0.5038, total_cost: 51529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9044, average_cost: 0.1809, f_measure: 0.9995, kappa: 0.8604, kb_relative_information_score: 221755.391, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9995, predictive_accuracy: 0.9996, prior_entropy: 0.0184, recall: 0.9996, relative_absolute_error: 0.1281, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.021, root_relative_squared_error: 0.5049, total_cost: 51523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8829, average_cost: 0.2024, f_measure: 0.9991, kappa: 0.7506, kb_relative_information_score: 159460.0936, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 0.0184, recall: 0.9991, relative_absolute_error: 0.2542, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0296, root_relative_squared_error: 0.7134, total_cost: 57635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8627, average_cost: 0.2373, f_measure: 0.9992, kappa: 0.7674, kb_relative_information_score: 176439.6267, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9992, predictive_accuracy: 0.9992, prior_entropy: 0.0184, recall: 0.9992, relative_absolute_error: 0.2197, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0275, root_relative_squared_error: 0.6632, total_cost: 67581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8441, average_cost: 0.6092, f_measure: 0.569, kappa: 0.0022, kb_relative_information_score: -117796768.9804, mean_absolute_error: 0.5653, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.3996, prior_entropy: 0.0184, recall: 0.3996, relative_absolute_error: 163.7333, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.6535, root_relative_squared_error: 15.7362, total_cost: 173498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.902, average_cost: 0.2126, f_measure: 0.9994, kappa: 0.8097, kb_relative_information_score: 122025.3231, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.0184, recall: 0.9994, relative_absolute_error: 0.2865, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0232, root_relative_squared_error: 0.5598, total_cost: 60553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8706, average_cost: 0.278, f_measure: 0.9989, kappa: 0.6749, kb_relative_information_score: 112574.4373, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9989, predictive_accuracy: 0.9989, prior_entropy: 0.0184, recall: 0.9989, relative_absolute_error: 0.3299, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0334, root_relative_squared_error: 0.8049, total_cost: 79163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8485, average_cost: 0.2618, f_measure: 0.9993, kappa: 0.7739, kb_relative_information_score: 184429.9953, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9993, predictive_accuracy: 0.9993, prior_entropy: 0.0184, recall: 0.9993, relative_absolute_error: 0.2034, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0265, root_relative_squared_error: 0.6381, total_cost: 74551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8717, average_cost: 0.209, f_measure: 0.9995, kappa: 0.8361, kb_relative_information_score: 194750.2425, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.0184, recall: 0.9995, relative_absolute_error: 0.2308, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0221, root_relative_squared_error: 0.5332, total_cost: 59527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8617, average_cost: 0.281, f_measure: 0.9993, kappa: 0.7799, kb_relative_information_score: 191684.7413, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9993, predictive_accuracy: 0.9993, prior_entropy: 0.0184, recall: 0.9993, relative_absolute_error: 0.1917, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0255, root_relative_squared_error: 0.6137, total_cost: 80027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8817, average_cost: 0.2002, f_measure: 0.9995, kappa: 0.8397, kb_relative_information_score: 147305.5798, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.0184, recall: 0.9995, relative_absolute_error: 0.2381, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0219, root_relative_squared_error: 0.5265, total_cost: 57030,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9333, average_cost: 0.1552, f_measure: 0.9957, kappa: 0.3119, kb_relative_information_score: -989797.6706, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9983, predictive_accuracy: 0.9938, prior_entropy: 0.0184, recall: 0.9938, relative_absolute_error: 1.8626, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0756, root_relative_squared_error: 1.8205, total_cost: 44195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8932, average_cost: 0.2146, f_measure: 0.9992, kappa: 0.7547, kb_relative_information_score: -307263.114, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9992, predictive_accuracy: 0.9992, prior_entropy: 0.0184, recall: 0.9992, relative_absolute_error: 0.3341, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0283, root_relative_squared_error: 0.6809, total_cost: 61118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8973, average_cost: 0.1774, f_measure: 0.9995, kappa: 0.8535, kb_relative_information_score: 217390.2655, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.0184, recall: 0.9995, relative_absolute_error: 0.1363, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0217, root_relative_squared_error: 0.5223, total_cost: 50533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9403, average_cost: 0.1049, f_measure: 0.9916, kappa: 0.18, kb_relative_information_score: -1683818.0479, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9983, predictive_accuracy: 0.9862, prior_entropy: 0.0184, recall: 0.9862, relative_absolute_error: 4.008, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1176, root_relative_squared_error: 2.8327, total_cost: 29889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.977, average_cost: 0.1044, f_measure: 0.9892, kappa: 0.1408, kb_relative_information_score: -69241466.3756, mean_absolute_error: 0.0771, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9814, prior_entropy: 0.0184, recall: 0.9814, relative_absolute_error: 22.3447, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1412, root_relative_squared_error: 3.4004, total_cost: 29739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8441, average_cost: 0.6092, f_measure: 0.569, kappa: 0.0022, kb_relative_information_score: -117796768.9804, mean_absolute_error: 0.5653, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.3996, prior_entropy: 0.0184, recall: 0.3996, relative_absolute_error: 163.7333, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.6535, root_relative_squared_error: 15.7362, total_cost: 173498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.936, average_cost: 0.1145, f_measure: 0.9839, kappa: 0.0951, kb_relative_information_score: -3787781.9628, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9714, prior_entropy: 0.0184, recall: 0.9714, relative_absolute_error: 8.2925, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1692, root_relative_squared_error: 4.0745, total_cost: 32605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, average_cost: 0.1011, f_measure: 0.9882, kappa: 0.1298, kb_relative_information_score: -61504015.8678, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9795, prior_entropy: 0.0184, recall: 0.9795, relative_absolute_error: 20.5176, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1427, root_relative_squared_error: 3.4369, total_cost: 28788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9769, average_cost: 0.0988, f_measure: 0.9884, kappa: 0.1333, kb_relative_information_score: -63418125.2555, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9801, prior_entropy: 0.0184, recall: 0.9801, relative_absolute_error: 20.8156, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1416, root_relative_squared_error: 3.4109, total_cost: 28133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8099, average_cost: 0.3285, f_measure: 0.9991, kappa: 0.7241, kb_relative_information_score: 168449.2582, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9991, predictive_accuracy: 0.9992, prior_entropy: 0.0184, recall: 0.9992, relative_absolute_error: 0.2359, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0285, root_relative_squared_error: 0.6873, total_cost: 93545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9769, average_cost: 0.0992, f_measure: 0.9882, kappa: 0.1307, kb_relative_information_score: -63457332.9712, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9796, prior_entropy: 0.0184, recall: 0.9796, relative_absolute_error: 20.9817, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1429, root_relative_squared_error: 3.4419, total_cost: 28261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, average_cost: 0.3285, f_measure: 0.9991, kappa: 0.7241, kb_relative_information_score: -373005.2251, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9991, predictive_accuracy: 0.9992, prior_entropy: 0.0184, recall: 0.9992, relative_absolute_error: 0.3748, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0264, root_relative_squared_error: 0.6351, total_cost: 93545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9766, average_cost: 0.0992, f_measure: 0.9882, kappa: 0.1309, kb_relative_information_score: -63569505.221, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9797, prior_entropy: 0.0184, recall: 0.9797, relative_absolute_error: 21.0356, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1431, root_relative_squared_error: 3.445, total_cost: 28248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, average_cost: 0.1005, f_measure: 0.9884, kappa: 0.1329, kb_relative_information_score: -61462609.7885, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9801, prior_entropy: 0.0184, recall: 0.9801, relative_absolute_error: 20.3441, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1413, root_relative_squared_error: 3.4032, total_cost: 28636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, average_cost: 0.8637, f_measure: 0.9974, kb_relative_information_score: -124585215.2135, mean_absolute_error: 0.464, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9965, predictive_accuracy: 0.9983, prior_entropy: 0.0184, recall: 0.9983, relative_absolute_error: 134.3957, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.464, root_relative_squared_error: 11.1737, total_cost: 246000,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8961, average_cost: 0.1496, f_measure: 0.994, kappa: 0.2329, kb_relative_information_score: -95322611.1802, mean_absolute_error: 0.1308, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9906, prior_entropy: 0.0184, recall: 0.9906, relative_absolute_error: 37.8895, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1552, root_relative_squared_error: 3.7364, total_cost: 42600,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8963, average_cost: 0.1496, f_measure: 0.994, kappa: 0.2328, kb_relative_information_score: -95296634.2395, mean_absolute_error: 0.1307, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9906, prior_entropy: 0.0184, recall: 0.9906, relative_absolute_error: 37.8559, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1551, root_relative_squared_error: 3.7348, total_cost: 42601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, average_cost: 0.3285, f_measure: 0.9991, kappa: 0.7241, kb_relative_information_score: -373005.2246, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9991, predictive_accuracy: 0.9992, prior_entropy: 0.0184, recall: 0.9992, relative_absolute_error: 0.3748, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0264, root_relative_squared_error: 0.6351, total_cost: 93545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8229, average_cost: 0.306, f_measure: 0.9988, kappa: 0.6551, kb_relative_information_score: 117510.6588, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9988, predictive_accuracy: 0.9988, prior_entropy: 0.0184, recall: 0.9988, relative_absolute_error: 0.3397, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0342, root_relative_squared_error: 0.8246, total_cost: 87160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9769, average_cost: 0.0988, f_measure: 0.9884, kappa: 0.1333, kb_relative_information_score: -63418125.2555, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9801, prior_entropy: 0.0184, recall: 0.9801, relative_absolute_error: 20.8156, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1416, root_relative_squared_error: 3.4109, total_cost: 28133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9369, average_cost: 0.1136, f_measure: 0.9807, kappa: 0.0797, kb_relative_information_score: -4663226.7154, mean_absolute_error: 0.0348, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9652, prior_entropy: 0.0184, recall: 0.9652, relative_absolute_error: 10.0753, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1865, root_relative_squared_error: 4.4912, total_cost: 32362,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, average_cost: 0.1015, f_measure: 0.9889, kappa: 0.1377, kb_relative_information_score: -77049017.4025, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9809, prior_entropy: 0.0184, recall: 0.9809, relative_absolute_error: 27.3354, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.151, root_relative_squared_error: 3.6366, total_cost: 28901,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, average_cost: 0.1686, f_measure: 0.9996, kappa: 0.8682, kb_relative_information_score: -1533041.0238, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 0.0184, recall: 0.9996, relative_absolute_error: 0.3371, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.02, root_relative_squared_error: 0.4823, total_cost: 48024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, average_cost: 0.178, f_measure: 0.9977, kappa: 0.495, kb_relative_information_score: -108630045.6685, mean_absolute_error: 0.2329, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9985, predictive_accuracy: 0.9972, prior_entropy: 0.0184, recall: 0.9972, relative_absolute_error: 67.4642, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.2393, root_relative_squared_error: 5.763, total_cost: 50696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, average_cost: 0.178, f_measure: 0.9977, kappa: 0.495, kb_relative_information_score: -108630045.6685, mean_absolute_error: 0.2329, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9985, predictive_accuracy: 0.9972, prior_entropy: 0.0184, recall: 0.9972, relative_absolute_error: 67.4642, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.2393, root_relative_squared_error: 5.763, total_cost: 50696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, average_cost: 0.1005, f_measure: 0.9884, kappa: 0.1329, kb_relative_information_score: -61462609.7885, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9801, prior_entropy: 0.0184, recall: 0.9801, relative_absolute_error: 20.3441, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1413, root_relative_squared_error: 3.4032, total_cost: 28636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, average_cost: 0.0993, f_measure: 0.9882, kappa: 0.1304, kb_relative_information_score: -63000681.6847, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9796, prior_entropy: 0.0184, recall: 0.9796, relative_absolute_error: 20.9006, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1429, root_relative_squared_error: 3.4414, total_cost: 28272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.624, average_cost: 0.6724, f_measure: 0.9982, kappa: 0.3575, kb_relative_information_score: 89752.9973, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9985, predictive_accuracy: 0.9986, prior_entropy: 0.0184, recall: 0.9986, relative_absolute_error: 0.398, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.037, root_relative_squared_error: 0.8901, total_cost: 191508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, average_cost: 0.1486, f_measure: 0.9853, kappa: 0.0997, kb_relative_information_score: -3765228.5878, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9981, predictive_accuracy: 0.9741, prior_entropy: 0.0184, recall: 0.9741, relative_absolute_error: 7.5254, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1588, root_relative_squared_error: 3.8232, total_cost: 42314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9401, average_cost: 0.1051, f_measure: 0.9924, kappa: 0.1984, kb_relative_information_score: -1460587.1269, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9983, predictive_accuracy: 0.9877, prior_entropy: 0.0184, recall: 0.9877, relative_absolute_error: 3.5534, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1108, root_relative_squared_error: 2.6672, total_cost: 29941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, average_cost: 0.1084, f_measure: 0.9935, kappa: 0.2263, kb_relative_information_score: -1184919.4124, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9983, predictive_accuracy: 0.9897, prior_entropy: 0.0184, recall: 0.9897, relative_absolute_error: 2.992, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1016, root_relative_squared_error: 2.4475, total_cost: 30886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9371, average_cost: 0.1105, f_measure: 0.9915, kappa: 0.1761, kb_relative_information_score: -1722271.6964, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9859, prior_entropy: 0.0184, recall: 0.9859, relative_absolute_error: 4.0863, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1188, root_relative_squared_error: 2.8602, total_cost: 31463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, average_cost: 0.1018, f_measure: 0.9869, kappa: 0.1174, kb_relative_information_score: -2982252.9348, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.977, prior_entropy: 0.0184, recall: 0.977, relative_absolute_error: 6.6521, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1515, root_relative_squared_error: 3.6493, total_cost: 28996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, average_cost: 0.1026, f_measure: 0.9864, kappa: 0.1137, kb_relative_information_score: -3098612.6766, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9762, prior_entropy: 0.0184, recall: 0.9762, relative_absolute_error: 6.8891, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1542, root_relative_squared_error: 3.7138, total_cost: 29229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9356, average_cost: 0.1862, f_measure: 0.9995, kappa: 0.8528, kb_relative_information_score: -230901.3299, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.0184, recall: 0.9995, relative_absolute_error: 0.3365, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.0221, root_relative_squared_error: 0.533, total_cost: 53027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9766, average_cost: 0.11, f_measure: 0.9771, kappa: 0.0678, kb_relative_information_score: -75592759.6441, mean_absolute_error: 0.1147, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9583, prior_entropy: 0.0184, recall: 0.9583, relative_absolute_error: 33.2308, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1975, root_relative_squared_error: 4.757, total_cost: 31332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, average_cost: 0.1027, f_measure: 0.9864, kappa: 0.1135, kb_relative_information_score: -3105104.851, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9762, prior_entropy: 0.0184, recall: 0.9762, relative_absolute_error: 6.9023, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1544, root_relative_squared_error: 3.7173, total_cost: 29242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, average_cost: 0.1024, f_measure: 0.9865, kappa: 0.1145, kb_relative_information_score: -3073143.3769, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9764, prior_entropy: 0.0184, recall: 0.9764, relative_absolute_error: 6.8372, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1536, root_relative_squared_error: 3.6998, total_cost: 29178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, average_cost: 0.1022, f_measure: 0.9866, kappa: 0.1154, kb_relative_information_score: -3044178.291, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9982, predictive_accuracy: 0.9766, prior_entropy: 0.0184, recall: 0.9766, relative_absolute_error: 6.7782, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.153, root_relative_squared_error: 3.6838, total_cost: 29120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, average_cost: 0.1486, f_measure: 0.9853, kappa: 0.0997, kb_relative_information_score: -3765228.5878, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9981, predictive_accuracy: 0.9741, prior_entropy: 0.0184, recall: 0.9741, relative_absolute_error: 7.5254, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1588, root_relative_squared_error: 3.8232, total_cost: 42314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, average_cost: 0.1132, f_measure: 0.9957, kappa: 0.3231, kb_relative_information_score: -53242248.1219, mean_absolute_error: 0.0566, mean_prior_absolute_error: 0.0035, number_of_instances: 284807, precision: 0.9984, predictive_accuracy: 0.9937, prior_entropy: 0.0184, recall: 0.9937, relative_absolute_error: 16.3846, root_mean_prior_squared_error: 0.0415, root_mean_squared_error: 0.1072, root_relative_squared_error: 2.5823, total_cost: 32229,

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

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

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