Task
Supervised Classification on spambase

Supervised Classification on spambase

Task 43 Supervised Classification spambase 98551 runs submitted
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  • at2 basic mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_123 study_14 study_15 study_20 study_41 study_7 study_70 study_98 study_99 under100k under1m
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98551 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.955, f_measure: 0.8715, kappa: 0.7279, kb_relative_information_score: 0.6434, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8752, number_of_instances: 4601, precision: 0.884, predictive_accuracy: 0.8752, prior_entropy: 0.9674, relative_absolute_error: 0.3744, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2943, root_relative_squared_error: 0.6022, unweighted_recall: 0.8494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.916, f_measure: 0.8063, kappa: 0.5912, kb_relative_information_score: 0.4766, mean_absolute_error: 0.2618, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8181, number_of_instances: 4601, precision: 0.843, predictive_accuracy: 0.8181, prior_entropy: 0.9674, relative_absolute_error: 0.5483, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3513, root_relative_squared_error: 0.7189, unweighted_recall: 0.7754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.9117, kappa: 0.8142, kb_relative_information_score: 0.7107, mean_absolute_error: 0.1498, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9122, number_of_instances: 4601, precision: 0.9122, predictive_accuracy: 0.9122, prior_entropy: 0.9674, relative_absolute_error: 0.3137, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2667, root_relative_squared_error: 0.5458, unweighted_recall: 0.9028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8724, f_measure: 0.7828, kappa: 0.5442, kb_relative_information_score: 0.4174, mean_absolute_error: 0.2897, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8003, number_of_instances: 4601, precision: 0.839, predictive_accuracy: 0.8003, prior_entropy: 0.9674, relative_absolute_error: 0.6067, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3737, root_relative_squared_error: 0.7648, unweighted_recall: 0.7497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9368, f_measure: 0.7734, kappa: 0.5235, kb_relative_information_score: 0.3756, mean_absolute_error: 0.3144, mean_prior_absolute_error: 0.4776, weighted_recall: 0.7903, number_of_instances: 4601, precision: 0.8202, predictive_accuracy: 0.7903, prior_entropy: 0.9674, relative_absolute_error: 0.6584, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3749, root_relative_squared_error: 0.7673, unweighted_recall: 0.7413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.9381, kappa: 0.87, kb_relative_information_score: 0.8051, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9383, number_of_instances: 4601, precision: 0.9382, predictive_accuracy: 0.9383, prior_entropy: 0.9674, relative_absolute_error: 0.211, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.22, root_relative_squared_error: 0.4503, unweighted_recall: 0.9326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, f_measure: 0.9326, kappa: 0.8583, kb_relative_information_score: 0.7766, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9328, number_of_instances: 4601, precision: 0.9328, predictive_accuracy: 0.9328, prior_entropy: 0.9674, relative_absolute_error: 0.2421, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2367, root_relative_squared_error: 0.4844, unweighted_recall: 0.926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9233, f_measure: 0.8297, kappa: 0.6397, kb_relative_information_score: 0.4849, mean_absolute_error: 0.2616, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8376, number_of_instances: 4601, precision: 0.8544, predictive_accuracy: 0.8376, prior_entropy: 0.9674, relative_absolute_error: 0.5478, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3435, root_relative_squared_error: 0.703, unweighted_recall: 0.8018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.951, f_measure: 0.9101, kappa: 0.8102, kb_relative_information_score: 0.6012, mean_absolute_error: 0.2076, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9111, number_of_instances: 4601, precision: 0.9126, predictive_accuracy: 0.9111, prior_entropy: 0.9674, relative_absolute_error: 0.4348, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2981, root_relative_squared_error: 0.61, unweighted_recall: 0.8974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.9039, kappa: 0.7979, kb_relative_information_score: 0.6811, mean_absolute_error: 0.1646, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9044, number_of_instances: 4601, precision: 0.9042, predictive_accuracy: 0.9044, prior_entropy: 0.9674, relative_absolute_error: 0.3446, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2816, root_relative_squared_error: 0.5762, unweighted_recall: 0.8952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9276, f_measure: 0.8187, kappa: 0.617, kb_relative_information_score: 0.516, mean_absolute_error: 0.2403, mean_prior_absolute_error: 0.4776, weighted_recall: 0.829, number_of_instances: 4601, precision: 0.8525, predictive_accuracy: 0.829, prior_entropy: 0.9674, relative_absolute_error: 0.5032, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.6984, unweighted_recall: 0.7885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9712, f_measure: 0.9328, kappa: 0.8588, kb_relative_information_score: 0.774, mean_absolute_error: 0.1171, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9331, number_of_instances: 4601, precision: 0.9331, predictive_accuracy: 0.9331, prior_entropy: 0.9674, relative_absolute_error: 0.2452, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2371, root_relative_squared_error: 0.4851, unweighted_recall: 0.9261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9119, kappa: 0.8147, kb_relative_information_score: 0.7126, mean_absolute_error: 0.1493, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9124, number_of_instances: 4601, precision: 0.9124, predictive_accuracy: 0.9124, prior_entropy: 0.9674, relative_absolute_error: 0.3127, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2608, root_relative_squared_error: 0.5337, unweighted_recall: 0.9033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.9105, kappa: 0.8117, kb_relative_information_score: 0.7178, mean_absolute_error: 0.146, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9111, number_of_instances: 4601, precision: 0.9113, predictive_accuracy: 0.9111, prior_entropy: 0.9674, relative_absolute_error: 0.3058, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2601, root_relative_squared_error: 0.5324, unweighted_recall: 0.9011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9718, f_measure: 0.9332, kappa: 0.8597, kb_relative_information_score: 0.7785, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9335, number_of_instances: 4601, precision: 0.9335, predictive_accuracy: 0.9335, prior_entropy: 0.9674, relative_absolute_error: 0.24, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2362, root_relative_squared_error: 0.4834, unweighted_recall: 0.9266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9429, f_measure: 0.897, kappa: 0.7847, kb_relative_information_score: 0.6618, mean_absolute_error: 0.173, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8968, number_of_instances: 4601, precision: 0.8974, predictive_accuracy: 0.8968, prior_entropy: 0.9674, relative_absolute_error: 0.3623, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.293, root_relative_squared_error: 0.5996, unweighted_recall: 0.8941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9144, f_measure: 0.7149, kappa: 0.4103, kb_relative_information_score: 0.2808, mean_absolute_error: 0.3573, mean_prior_absolute_error: 0.4776, weighted_recall: 0.7474, number_of_instances: 4601, precision: 0.8003, predictive_accuracy: 0.7474, prior_entropy: 0.9674, relative_absolute_error: 0.7482, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4055, root_relative_squared_error: 0.8297, unweighted_recall: 0.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.9282, kappa: 0.849, kb_relative_information_score: 0.7755, mean_absolute_error: 0.1158, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9285, number_of_instances: 4601, precision: 0.9286, predictive_accuracy: 0.9285, prior_entropy: 0.9674, relative_absolute_error: 0.2425, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.239, root_relative_squared_error: 0.4892, unweighted_recall: 0.9208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.8095, kappa: 0.5982, kb_relative_information_score: 0.4974, mean_absolute_error: 0.2495, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8216, number_of_instances: 4601, precision: 0.8493, predictive_accuracy: 0.8216, prior_entropy: 0.9674, relative_absolute_error: 0.5225, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3478, root_relative_squared_error: 0.7118, unweighted_recall: 0.7782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9354, kappa: 0.8643, kb_relative_information_score: 0.8023, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9357, number_of_instances: 4601, precision: 0.9357, predictive_accuracy: 0.9357, prior_entropy: 0.9674, relative_absolute_error: 0.2134, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2215, root_relative_squared_error: 0.4533, unweighted_recall: 0.9292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9277, kappa: 0.8479, kb_relative_information_score: 0.7381, mean_absolute_error: 0.1361, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9281, number_of_instances: 4601, precision: 0.9282, predictive_accuracy: 0.9281, prior_entropy: 0.9674, relative_absolute_error: 0.285, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2452, root_relative_squared_error: 0.5017, unweighted_recall: 0.9199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9714, f_measure: 0.9323, kappa: 0.8578, kb_relative_information_score: 0.7726, mean_absolute_error: 0.1181, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9326, number_of_instances: 4601, precision: 0.9327, predictive_accuracy: 0.9326, prior_entropy: 0.9674, relative_absolute_error: 0.2473, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2359, root_relative_squared_error: 0.4827, unweighted_recall: 0.9254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8364, f_measure: 0.7672, kappa: 0.5141, kb_relative_information_score: 0.4003, mean_absolute_error: 0.2957, mean_prior_absolute_error: 0.4776, weighted_recall: 0.7892, number_of_instances: 4601, precision: 0.8394, predictive_accuracy: 0.7892, prior_entropy: 0.9674, relative_absolute_error: 0.6192, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3834, root_relative_squared_error: 0.7846, unweighted_recall: 0.7335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9624, f_measure: 0.9198, kappa: 0.8314, kb_relative_information_score: 0.7413, mean_absolute_error: 0.1342, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9202, number_of_instances: 4601, precision: 0.9203, predictive_accuracy: 0.9202, prior_entropy: 0.9674, relative_absolute_error: 0.2811, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2504, root_relative_squared_error: 0.5123, unweighted_recall: 0.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.9058, kappa: 0.8018, kb_relative_information_score: 0.6887, mean_absolute_error: 0.161, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9063, number_of_instances: 4601, precision: 0.9063, predictive_accuracy: 0.9063, prior_entropy: 0.9674, relative_absolute_error: 0.3371, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2768, root_relative_squared_error: 0.5665, unweighted_recall: 0.8969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.9378, kappa: 0.8695, kb_relative_information_score: 0.7561, mean_absolute_error: 0.1285, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9381, number_of_instances: 4601, precision: 0.938, predictive_accuracy: 0.9381, prior_entropy: 0.9674, relative_absolute_error: 0.269, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2334, root_relative_squared_error: 0.4776, unweighted_recall: 0.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9573, f_measure: 0.9216, kappa: 0.8353, kb_relative_information_score: 0.6967, mean_absolute_error: 0.158, mean_prior_absolute_error: 0.4776, weighted_recall: 0.922, number_of_instances: 4601, precision: 0.9219, predictive_accuracy: 0.922, prior_entropy: 0.9674, relative_absolute_error: 0.3308, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2669, root_relative_squared_error: 0.5462, unweighted_recall: 0.9142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9374, kappa: 0.8686, kb_relative_information_score: 0.8086, mean_absolute_error: 0.0985, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9376, number_of_instances: 4601, precision: 0.9376, predictive_accuracy: 0.9376, prior_entropy: 0.9674, relative_absolute_error: 0.2062, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.4488, unweighted_recall: 0.9316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9525, f_measure: 0.8659, kappa: 0.716, kb_relative_information_score: 0.6295, mean_absolute_error: 0.1854, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8702, number_of_instances: 4601, precision: 0.8806, predictive_accuracy: 0.8702, prior_entropy: 0.9674, relative_absolute_error: 0.3883, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2998, root_relative_squared_error: 0.6136, unweighted_recall: 0.8426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9275, kappa: 0.8474, kb_relative_information_score: 0.7385, mean_absolute_error: 0.136, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9278, number_of_instances: 4601, precision: 0.928, predictive_accuracy: 0.9278, prior_entropy: 0.9674, relative_absolute_error: 0.2847, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2444, root_relative_squared_error: 0.5001, unweighted_recall: 0.9196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9355, kappa: 0.8644, kb_relative_information_score: 0.7616, mean_absolute_error: 0.1251, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9357, number_of_instances: 4601, precision: 0.9356, predictive_accuracy: 0.9357, prior_entropy: 0.9674, relative_absolute_error: 0.2619, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.233, root_relative_squared_error: 0.4769, unweighted_recall: 0.9296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.9368, kappa: 0.8672, kb_relative_information_score: 0.7762, mean_absolute_error: 0.1174, mean_prior_absolute_error: 0.4776, weighted_recall: 0.937, number_of_instances: 4601, precision: 0.9369, predictive_accuracy: 0.937, prior_entropy: 0.9674, relative_absolute_error: 0.2459, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2269, root_relative_squared_error: 0.4644, unweighted_recall: 0.9311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9027, f_measure: 0.7994, kappa: 0.5773, kb_relative_information_score: 0.4441, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8129, number_of_instances: 4601, precision: 0.8423, predictive_accuracy: 0.8129, prior_entropy: 0.9674, relative_absolute_error: 0.583, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3604, root_relative_squared_error: 0.7375, unweighted_recall: 0.7676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9734, f_measure: 0.9372, kappa: 0.8681, kb_relative_information_score: 0.7807, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9374, number_of_instances: 4601, precision: 0.9374, predictive_accuracy: 0.9374, prior_entropy: 0.9674, relative_absolute_error: 0.2399, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2277, root_relative_squared_error: 0.4659, unweighted_recall: 0.9312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8962, f_measure: 0.7945, kappa: 0.5678, kb_relative_information_score: 0.4605, mean_absolute_error: 0.2674, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8096, number_of_instances: 4601, precision: 0.8442, predictive_accuracy: 0.8096, prior_entropy: 0.9674, relative_absolute_error: 0.5599, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3615, root_relative_squared_error: 0.7398, unweighted_recall: 0.7619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9548, f_measure: 0.9088, kappa: 0.8081, kb_relative_information_score: 0.6995, mean_absolute_error: 0.1563, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9094, number_of_instances: 4601, precision: 0.9094, predictive_accuracy: 0.9094, prior_entropy: 0.9674, relative_absolute_error: 0.3273, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2657, root_relative_squared_error: 0.5438, unweighted_recall: 0.8996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8881, f_measure: 0.4547, kappa: -0.0108, kb_relative_information_score: 0.0051, mean_absolute_error: 0.4763, mean_prior_absolute_error: 0.4776, weighted_recall: 0.6005, number_of_instances: 4601, precision: 0.3659, predictive_accuracy: 0.6005, prior_entropy: 0.9674, relative_absolute_error: 0.9974, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4882, root_relative_squared_error: 0.9991, unweighted_recall: 0.4955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.914, kappa: 0.8194, kb_relative_information_score: 0.6764, mean_absolute_error: 0.1676, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9144, number_of_instances: 4601, precision: 0.9142, predictive_accuracy: 0.9144, prior_entropy: 0.9674, relative_absolute_error: 0.3509, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2762, root_relative_squared_error: 0.5652, unweighted_recall: 0.9069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9363, kappa: 0.8663, kb_relative_information_score: 0.8028, mean_absolute_error: 0.1018, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9365, number_of_instances: 4601, precision: 0.9365, predictive_accuracy: 0.9365, prior_entropy: 0.9674, relative_absolute_error: 0.2132, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2224, root_relative_squared_error: 0.4552, unweighted_recall: 0.9306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.974, f_measure: 0.9357, kappa: 0.8649, kb_relative_information_score: 0.7882, mean_absolute_error: 0.11, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9359, number_of_instances: 4601, precision: 0.9358, predictive_accuracy: 0.9359, prior_entropy: 0.9674, relative_absolute_error: 0.2303, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2274, root_relative_squared_error: 0.4653, unweighted_recall: 0.9298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8345, f_measure: 0.7654, kappa: 0.5107, kb_relative_information_score: 0.3959, mean_absolute_error: 0.2978, mean_prior_absolute_error: 0.4776, weighted_recall: 0.7879, number_of_instances: 4601, precision: 0.8391, predictive_accuracy: 0.7879, prior_entropy: 0.9674, relative_absolute_error: 0.6236, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3845, root_relative_squared_error: 0.7869, unweighted_recall: 0.7318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.9302, kappa: 0.8532, kb_relative_information_score: 0.7126, mean_absolute_error: 0.1531, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9307, number_of_instances: 4601, precision: 0.931, predictive_accuracy: 0.9307, prior_entropy: 0.9674, relative_absolute_error: 0.3207, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.248, root_relative_squared_error: 0.5075, unweighted_recall: 0.9219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9727, f_measure: 0.935, kappa: 0.8635, kb_relative_information_score: 0.7654, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9352, number_of_instances: 4601, precision: 0.9352, predictive_accuracy: 0.9352, prior_entropy: 0.9674, relative_absolute_error: 0.2569, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2331, root_relative_squared_error: 0.477, unweighted_recall: 0.9289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.8963, kappa: 0.7833, kb_relative_information_score: 0.6625, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8961, number_of_instances: 4601, precision: 0.8966, predictive_accuracy: 0.8961, prior_entropy: 0.9674, relative_absolute_error: 0.3616, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2928, root_relative_squared_error: 0.5993, unweighted_recall: 0.8932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.8993, kappa: 0.7876, kb_relative_information_score: 0.6787, mean_absolute_error: 0.1659, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9002, number_of_instances: 4601, precision: 0.9009, predictive_accuracy: 0.9002, prior_entropy: 0.9674, relative_absolute_error: 0.3475, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2759, root_relative_squared_error: 0.5647, unweighted_recall: 0.8873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9628, f_measure: 0.9207, kappa: 0.8333, kb_relative_information_score: 0.7387, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9211, number_of_instances: 4601, precision: 0.9211, predictive_accuracy: 0.9211, prior_entropy: 0.9674, relative_absolute_error: 0.2828, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.255, root_relative_squared_error: 0.5219, unweighted_recall: 0.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9019, f_measure: 0.7596, kappa: 0.4959, kb_relative_information_score: 0.3294, mean_absolute_error: 0.3344, mean_prior_absolute_error: 0.4776, weighted_recall: 0.7794, number_of_instances: 4601, precision: 0.8132, predictive_accuracy: 0.7794, prior_entropy: 0.9674, relative_absolute_error: 0.7002, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.389, root_relative_squared_error: 0.7961, unweighted_recall: 0.7272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.9176, kappa: 0.8267, kb_relative_information_score: 0.737, mean_absolute_error: 0.1363, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9181, number_of_instances: 4601, precision: 0.9181, predictive_accuracy: 0.9181, prior_entropy: 0.9674, relative_absolute_error: 0.2855, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.5165, unweighted_recall: 0.9093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9363, kappa: 0.8663, kb_relative_information_score: 0.761, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9365, number_of_instances: 4601, precision: 0.9365, predictive_accuracy: 0.9365, prior_entropy: 0.9674, relative_absolute_error: 0.2626, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2332, root_relative_squared_error: 0.4772, unweighted_recall: 0.9307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9515, f_measure: 0.9086, kappa: 0.8078, kb_relative_information_score: 0.6918, mean_absolute_error: 0.1595, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9092, number_of_instances: 4601, precision: 0.9091, predictive_accuracy: 0.9092, prior_entropy: 0.9674, relative_absolute_error: 0.334, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.276, root_relative_squared_error: 0.5649, unweighted_recall: 0.8998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.9256, kappa: 0.8434, kb_relative_information_score: 0.6965, mean_absolute_error: 0.1606, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9261, number_of_instances: 4601, precision: 0.9265, predictive_accuracy: 0.9261, prior_entropy: 0.9674, relative_absolute_error: 0.3363, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.5309, unweighted_recall: 0.9166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9713, f_measure: 0.926, kappa: 0.8443, kb_relative_information_score: 0.7445, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9263, number_of_instances: 4601, precision: 0.9264, predictive_accuracy: 0.9263, prior_entropy: 0.9674, relative_absolute_error: 0.2775, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.501, unweighted_recall: 0.9184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.967, f_measure: 0.9275, kappa: 0.8476, kb_relative_information_score: 0.7604, mean_absolute_error: 0.1242, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9278, number_of_instances: 4601, precision: 0.9279, predictive_accuracy: 0.9278, prior_entropy: 0.9674, relative_absolute_error: 0.2601, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.244, root_relative_squared_error: 0.4994, unweighted_recall: 0.9202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9718, f_measure: 0.9344, kappa: 0.8621, kb_relative_information_score: 0.7797, mean_absolute_error: 0.1145, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9346, number_of_instances: 4601, precision: 0.9345, predictive_accuracy: 0.9346, prior_entropy: 0.9674, relative_absolute_error: 0.2397, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.4744, unweighted_recall: 0.9283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.9023, kappa: 0.7946, kb_relative_information_score: 0.6932, mean_absolute_error: 0.157, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9028, number_of_instances: 4601, precision: 0.9027, predictive_accuracy: 0.9028, prior_entropy: 0.9674, relative_absolute_error: 0.3289, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2781, root_relative_squared_error: 0.5692, unweighted_recall: 0.8934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9687, f_measure: 0.9266, kappa: 0.8458, kb_relative_information_score: 0.7674, mean_absolute_error: 0.1204, mean_prior_absolute_error: 0.4776, weighted_recall: 0.927, number_of_instances: 4601, precision: 0.927, predictive_accuracy: 0.927, prior_entropy: 0.9674, relative_absolute_error: 0.2522, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.4882, unweighted_recall: 0.9194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.8686, kappa: 0.7219, kb_relative_information_score: 0.5414, mean_absolute_error: 0.2382, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8715, number_of_instances: 4601, precision: 0.8762, predictive_accuracy: 0.8715, prior_entropy: 0.9674, relative_absolute_error: 0.4988, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3203, root_relative_squared_error: 0.6555, unweighted_recall: 0.8492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9368, kappa: 0.8672, kb_relative_information_score: 0.7614, mean_absolute_error: 0.125, mean_prior_absolute_error: 0.4776, weighted_recall: 0.937, number_of_instances: 4601, precision: 0.9369, predictive_accuracy: 0.937, prior_entropy: 0.9674, relative_absolute_error: 0.2618, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2335, root_relative_squared_error: 0.4779, unweighted_recall: 0.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9277, kappa: 0.8479, kb_relative_information_score: 0.7381, mean_absolute_error: 0.1361, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9281, number_of_instances: 4601, precision: 0.9282, predictive_accuracy: 0.9281, prior_entropy: 0.9674, relative_absolute_error: 0.285, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2451, root_relative_squared_error: 0.5017, unweighted_recall: 0.9199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9429, f_measure: 0.8972, kappa: 0.7853, kb_relative_information_score: 0.6601, mean_absolute_error: 0.1738, mean_prior_absolute_error: 0.4776, weighted_recall: 0.897, number_of_instances: 4601, precision: 0.8977, predictive_accuracy: 0.897, prior_entropy: 0.9674, relative_absolute_error: 0.364, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2936, root_relative_squared_error: 0.6008, unweighted_recall: 0.8945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9565, f_measure: 0.9155, kappa: 0.8224, kb_relative_information_score: 0.6871, mean_absolute_error: 0.1623, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9159, number_of_instances: 4601, precision: 0.9158, predictive_accuracy: 0.9159, prior_entropy: 0.9674, relative_absolute_error: 0.3398, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.271, root_relative_squared_error: 0.5546, unweighted_recall: 0.9077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9734, f_measure: 0.937, kappa: 0.8676, kb_relative_information_score: 0.7582, mean_absolute_error: 0.1276, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9372, number_of_instances: 4601, precision: 0.9372, predictive_accuracy: 0.9372, prior_entropy: 0.9674, relative_absolute_error: 0.2672, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2316, root_relative_squared_error: 0.4739, unweighted_recall: 0.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, f_measure: 0.9288, kappa: 0.8502, kb_relative_information_score: 0.7788, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9291, number_of_instances: 4601, precision: 0.9293, predictive_accuracy: 0.9291, prior_entropy: 0.9674, relative_absolute_error: 0.2387, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.235, root_relative_squared_error: 0.481, unweighted_recall: 0.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9329, f_measure: 0.8264, kappa: 0.6329, kb_relative_information_score: 0.5388, mean_absolute_error: 0.2288, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8353, number_of_instances: 4601, precision: 0.8551, predictive_accuracy: 0.8353, prior_entropy: 0.9674, relative_absolute_error: 0.479, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3339, root_relative_squared_error: 0.6833, unweighted_recall: 0.7974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9372, f_measure: 0.8315, kappa: 0.6436, kb_relative_information_score: 0.5488, mean_absolute_error: 0.2245, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8396, number_of_instances: 4601, precision: 0.8578, predictive_accuracy: 0.8396, prior_entropy: 0.9674, relative_absolute_error: 0.47, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3295, root_relative_squared_error: 0.6744, unweighted_recall: 0.8032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9603, f_measure: 0.8942, kappa: 0.7763, kb_relative_information_score: 0.6921, mean_absolute_error: 0.1562, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8961, number_of_instances: 4601, precision: 0.8999, predictive_accuracy: 0.8961, prior_entropy: 0.9674, relative_absolute_error: 0.327, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.273, root_relative_squared_error: 0.5586, unweighted_recall: 0.8774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.9211, kappa: 0.8341, kb_relative_information_score: 0.7537, mean_absolute_error: 0.1267, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9215, number_of_instances: 4601, precision: 0.9216, predictive_accuracy: 0.9215, prior_entropy: 0.9674, relative_absolute_error: 0.2652, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2504, root_relative_squared_error: 0.5124, unweighted_recall: 0.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.9368, kappa: 0.8672, kb_relative_information_score: 0.8017, mean_absolute_error: 0.1026, mean_prior_absolute_error: 0.4776, weighted_recall: 0.937, number_of_instances: 4601, precision: 0.9369, predictive_accuracy: 0.937, prior_entropy: 0.9674, relative_absolute_error: 0.2149, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2214, root_relative_squared_error: 0.4532, unweighted_recall: 0.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9339, kappa: 0.8612, kb_relative_information_score: 0.8031, mean_absolute_error: 0.1013, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9341, number_of_instances: 4601, precision: 0.9341, predictive_accuracy: 0.9341, prior_entropy: 0.9674, relative_absolute_error: 0.2121, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2231, root_relative_squared_error: 0.4565, unweighted_recall: 0.9277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9365, kappa: 0.8666, kb_relative_information_score: 0.7519, mean_absolute_error: 0.1314, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9368, number_of_instances: 4601, precision: 0.9368, predictive_accuracy: 0.9368, prior_entropy: 0.9674, relative_absolute_error: 0.2752, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2324, root_relative_squared_error: 0.4755, unweighted_recall: 0.9304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.952, f_measure: 0.9052, kappa: 0.8005, kb_relative_information_score: 0.6895, mean_absolute_error: 0.1606, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9057, number_of_instances: 4601, precision: 0.9056, predictive_accuracy: 0.9057, prior_entropy: 0.9674, relative_absolute_error: 0.3363, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2762, root_relative_squared_error: 0.5652, unweighted_recall: 0.8963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9712, f_measure: 0.931, kappa: 0.8551, kb_relative_information_score: 0.762, mean_absolute_error: 0.1237, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9313, number_of_instances: 4601, precision: 0.9313, predictive_accuracy: 0.9313, prior_entropy: 0.9674, relative_absolute_error: 0.259, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2378, root_relative_squared_error: 0.4866, unweighted_recall: 0.9244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9374, kappa: 0.8685, kb_relative_information_score: 0.7575, mean_absolute_error: 0.1277, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9376, number_of_instances: 4601, precision: 0.9376, predictive_accuracy: 0.9376, prior_entropy: 0.9674, relative_absolute_error: 0.2674, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2331, root_relative_squared_error: 0.477, unweighted_recall: 0.9315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9371, f_measure: 0.8322, kappa: 0.6451, kb_relative_information_score: 0.5546, mean_absolute_error: 0.221, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8407, number_of_instances: 4601, precision: 0.8611, predictive_accuracy: 0.8407, prior_entropy: 0.9674, relative_absolute_error: 0.4627, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3282, root_relative_squared_error: 0.6716, unweighted_recall: 0.8032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9709, f_measure: 0.9233, kappa: 0.8387, kb_relative_information_score: 0.7425, mean_absolute_error: 0.1335, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9237, number_of_instances: 4601, precision: 0.9238, predictive_accuracy: 0.9237, prior_entropy: 0.9674, relative_absolute_error: 0.2796, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2463, root_relative_squared_error: 0.504, unweighted_recall: 0.9154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, f_measure: 0.9363, kappa: 0.8663, kb_relative_information_score: 0.7781, mean_absolute_error: 0.1157, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9365, number_of_instances: 4601, precision: 0.9365, predictive_accuracy: 0.9365, prior_entropy: 0.9674, relative_absolute_error: 0.2422, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2308, root_relative_squared_error: 0.4723, unweighted_recall: 0.9307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9676, f_measure: 0.9206, kappa: 0.8327, kb_relative_information_score: 0.7574, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9213, number_of_instances: 4601, precision: 0.9222, predictive_accuracy: 0.9213, prior_entropy: 0.9674, relative_absolute_error: 0.2608, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2434, root_relative_squared_error: 0.4982, unweighted_recall: 0.9101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.9299, kappa: 0.8527, kb_relative_information_score: 0.7632, mean_absolute_error: 0.123, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9302, number_of_instances: 4601, precision: 0.9303, predictive_accuracy: 0.9302, prior_entropy: 0.9674, relative_absolute_error: 0.2576, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2392, root_relative_squared_error: 0.4895, unweighted_recall: 0.9229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.9363, kappa: 0.8663, kb_relative_information_score: 0.7598, mean_absolute_error: 0.1261, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9365, number_of_instances: 4601, precision: 0.9365, predictive_accuracy: 0.9365, prior_entropy: 0.9674, relative_absolute_error: 0.2641, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2333, root_relative_squared_error: 0.4775, unweighted_recall: 0.9305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.8993, kappa: 0.7881, kb_relative_information_score: 0.669, mean_absolute_error: 0.1708, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9, number_of_instances: 4601, precision: 0.9, predictive_accuracy: 0.9, prior_entropy: 0.9674, relative_absolute_error: 0.3577, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2849, root_relative_squared_error: 0.583, unweighted_recall: 0.8893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, f_measure: 0.9189, kappa: 0.8293, kb_relative_information_score: 0.7443, mean_absolute_error: 0.1322, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9194, number_of_instances: 4601, precision: 0.9196, predictive_accuracy: 0.9194, prior_entropy: 0.9674, relative_absolute_error: 0.2769, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2496, root_relative_squared_error: 0.5109, unweighted_recall: 0.9101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9193, f_measure: 0.8107, kappa: 0.6007, kb_relative_information_score: 0.5071, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8226, number_of_instances: 4601, precision: 0.8507, predictive_accuracy: 0.8226, prior_entropy: 0.9674, relative_absolute_error: 0.5105, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3455, root_relative_squared_error: 0.707, unweighted_recall: 0.7793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8249, f_measure: 0.7618, kappa: 0.5035, kb_relative_information_score: 0.3694, mean_absolute_error: 0.3101, mean_prior_absolute_error: 0.4776, weighted_recall: 0.785, number_of_instances: 4601, precision: 0.8374, predictive_accuracy: 0.785, prior_entropy: 0.9674, relative_absolute_error: 0.6493, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3881, root_relative_squared_error: 0.7943, unweighted_recall: 0.7282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.9057, kappa: 0.8017, kb_relative_information_score: 0.6858, mean_absolute_error: 0.1624, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9063, number_of_instances: 4601, precision: 0.9063, predictive_accuracy: 0.9063, prior_entropy: 0.9674, relative_absolute_error: 0.3401, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.5713, unweighted_recall: 0.8965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7389, f_measure: 0.5882, kappa: 0.1866, kb_relative_information_score: 0.1171, mean_absolute_error: 0.427, mean_prior_absolute_error: 0.4776, weighted_recall: 0.6664, number_of_instances: 4601, precision: 0.7458, predictive_accuracy: 0.6664, prior_entropy: 0.9674, relative_absolute_error: 0.8942, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4556, root_relative_squared_error: 0.9324, unweighted_recall: 0.5801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9217, f_measure: 0.809, kappa: 0.5971, kb_relative_information_score: 0.4964, mean_absolute_error: 0.2502, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8209, number_of_instances: 4601, precision: 0.8477, predictive_accuracy: 0.8209, prior_entropy: 0.9674, relative_absolute_error: 0.524, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3477, root_relative_squared_error: 0.7115, unweighted_recall: 0.7779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9371, f_measure: 0.8731, kappa: 0.7315, kb_relative_information_score: 0.5756, mean_absolute_error: 0.2199, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8757, number_of_instances: 4601, precision: 0.8796, predictive_accuracy: 0.8757, prior_entropy: 0.9674, relative_absolute_error: 0.4606, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3103, root_relative_squared_error: 0.635, unweighted_recall: 0.8546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.9363, kappa: 0.8662, kb_relative_information_score: 0.7786, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9365, number_of_instances: 4601, precision: 0.9365, predictive_accuracy: 0.9365, prior_entropy: 0.9674, relative_absolute_error: 0.2415, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.4722, unweighted_recall: 0.9301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9259, kappa: 0.8443, kb_relative_information_score: 0.745, mean_absolute_error: 0.1322, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9263, number_of_instances: 4601, precision: 0.9264, predictive_accuracy: 0.9263, prior_entropy: 0.9674, relative_absolute_error: 0.2769, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2447, root_relative_squared_error: 0.5008, unweighted_recall: 0.9183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.937, kappa: 0.8676, kb_relative_information_score: 0.7991, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9372, number_of_instances: 4601, precision: 0.9372, predictive_accuracy: 0.9372, prior_entropy: 0.9674, relative_absolute_error: 0.2178, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.4561, unweighted_recall: 0.9311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9699, f_measure: 0.9275, kappa: 0.8477, kb_relative_information_score: 0.7731, mean_absolute_error: 0.1171, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9278, number_of_instances: 4601, precision: 0.9278, predictive_accuracy: 0.9278, prior_entropy: 0.9674, relative_absolute_error: 0.2452, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2391, root_relative_squared_error: 0.4892, unweighted_recall: 0.9205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9735, f_measure: 0.9376, kappa: 0.869, kb_relative_information_score: 0.7846, mean_absolute_error: 0.1122, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9378, number_of_instances: 4601, precision: 0.9378, predictive_accuracy: 0.9378, prior_entropy: 0.9674, relative_absolute_error: 0.2349, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2276, root_relative_squared_error: 0.4659, unweighted_recall: 0.9318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.937, kappa: 0.8677, kb_relative_information_score: 0.7853, mean_absolute_error: 0.1122, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9372, number_of_instances: 4601, precision: 0.9371, predictive_accuracy: 0.9372, prior_entropy: 0.9674, relative_absolute_error: 0.2349, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.4613, unweighted_recall: 0.9313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9621, f_measure: 0.9053, kappa: 0.7999, kb_relative_information_score: 0.715, mean_absolute_error: 0.1451, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9065, number_of_instances: 4601, precision: 0.9087, predictive_accuracy: 0.9065, prior_entropy: 0.9674, relative_absolute_error: 0.3038, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2634, root_relative_squared_error: 0.539, unweighted_recall: 0.8912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.9157, kappa: 0.8226, kb_relative_information_score: 0.6326, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9163, number_of_instances: 4601, precision: 0.9166, predictive_accuracy: 0.9163, prior_entropy: 0.9674, relative_absolute_error: 0.3992, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2893, root_relative_squared_error: 0.592, unweighted_recall: 0.9064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.913, kappa: 0.817, kb_relative_information_score: 0.7294, mean_absolute_error: 0.139, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9135, number_of_instances: 4601, precision: 0.9135, predictive_accuracy: 0.9135, prior_entropy: 0.9674, relative_absolute_error: 0.2912, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2635, root_relative_squared_error: 0.5392, unweighted_recall: 0.9044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.9291, kappa: 0.8511, kb_relative_information_score: 0.7597, mean_absolute_error: 0.1252, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9294, number_of_instances: 4601, precision: 0.9293, predictive_accuracy: 0.9294, prior_entropy: 0.9674, relative_absolute_error: 0.2621, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.241, root_relative_squared_error: 0.4932, unweighted_recall: 0.9228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9452, f_measure: 0.905, kappa: 0.8005, kb_relative_information_score: 0.6351, mean_absolute_error: 0.1897, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9052, number_of_instances: 4601, precision: 0.905, predictive_accuracy: 0.9052, prior_entropy: 0.9674, relative_absolute_error: 0.3973, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2909, root_relative_squared_error: 0.5954, unweighted_recall: 0.8981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9687, f_measure: 0.9266, kappa: 0.8458, kb_relative_information_score: 0.7678, mean_absolute_error: 0.1199, mean_prior_absolute_error: 0.4776, weighted_recall: 0.927, number_of_instances: 4601, precision: 0.927, predictive_accuracy: 0.927, prior_entropy: 0.9674, relative_absolute_error: 0.251, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2421, root_relative_squared_error: 0.4954, unweighted_recall: 0.9194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.8611, kappa: 0.7058, kb_relative_information_score: 0.6191, mean_absolute_error: 0.1907, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8655, number_of_instances: 4601, precision: 0.8749, predictive_accuracy: 0.8655, prior_entropy: 0.9674, relative_absolute_error: 0.3993, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3036, root_relative_squared_error: 0.6214, unweighted_recall: 0.838,

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

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

OpenML APIs