Task
Supervised Classification on semeion

Supervised Classification on semeion

Task 9964 Supervised Classification semeion 20292 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_98 study_99
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20292 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.8845, kappa: 0.871, kb_relative_information_score: 0.5995, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.18, weighted_recall: 0.8839, number_of_instances: 1593, precision: 0.8865, predictive_accuracy: 0.8839, prior_entropy: 3.3218, relative_absolute_error: 0.6376, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2034, root_relative_squared_error: 0.6779, unweighted_recall: 0.8837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.748, kappa: 0.7217, kb_relative_information_score: 0.7377, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.18, weighted_recall: 0.7495, number_of_instances: 1593, precision: 0.7472, predictive_accuracy: 0.7495, prior_entropy: 3.3218, relative_absolute_error: 0.2783, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2238, root_relative_squared_error: 0.7461, unweighted_recall: 0.7485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.8666, kappa: 0.8521, kb_relative_information_score: 0.5797, mean_absolute_error: 0.1162, mean_prior_absolute_error: 0.18, weighted_recall: 0.8669, number_of_instances: 1593, precision: 0.8718, predictive_accuracy: 0.8669, prior_entropy: 3.3218, relative_absolute_error: 0.6455, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.6937, unweighted_recall: 0.8665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.8015, kappa: 0.781, kb_relative_information_score: 0.7021, mean_absolute_error: 0.0818, mean_prior_absolute_error: 0.18, weighted_recall: 0.8029, number_of_instances: 1593, precision: 0.8041, predictive_accuracy: 0.8029, prior_entropy: 3.3218, relative_absolute_error: 0.4547, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.5928, unweighted_recall: 0.8023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.881, kappa: 0.8682, kb_relative_information_score: 0.6028, mean_absolute_error: 0.1114, mean_prior_absolute_error: 0.18, weighted_recall: 0.8814, number_of_instances: 1593, precision: 0.8848, predictive_accuracy: 0.8814, prior_entropy: 3.3218, relative_absolute_error: 0.6188, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.6727, unweighted_recall: 0.8809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.7972, kappa: 0.7775, kb_relative_information_score: 0.6833, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.18, weighted_recall: 0.7997, number_of_instances: 1593, precision: 0.8001, predictive_accuracy: 0.7997, prior_entropy: 3.3218, relative_absolute_error: 0.4756, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1832, root_relative_squared_error: 0.6106, unweighted_recall: 0.7991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9107, kappa: 0.9009, kb_relative_information_score: 0.8074, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.18, weighted_recall: 0.9109, number_of_instances: 1593, precision: 0.9118, predictive_accuracy: 0.9109, prior_entropy: 3.3218, relative_absolute_error: 0.3232, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.139, root_relative_squared_error: 0.4635, unweighted_recall: 0.9105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9107, kappa: 0.901, kb_relative_information_score: 0.8186, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.18, weighted_recall: 0.9109, number_of_instances: 1593, precision: 0.9113, predictive_accuracy: 0.9109, prior_entropy: 3.3218, relative_absolute_error: 0.2993, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1359, root_relative_squared_error: 0.4529, unweighted_recall: 0.9105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9303, kappa: 0.9226, kb_relative_information_score: 0.8246, mean_absolute_error: 0.0546, mean_prior_absolute_error: 0.18, weighted_recall: 0.9303, number_of_instances: 1593, precision: 0.9312, predictive_accuracy: 0.9303, prior_entropy: 3.3218, relative_absolute_error: 0.3035, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1306, root_relative_squared_error: 0.4352, unweighted_recall: 0.9301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.8935, kappa: 0.8821, kb_relative_information_score: 0.7077, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.18, weighted_recall: 0.8939, number_of_instances: 1593, precision: 0.8959, predictive_accuracy: 0.8939, prior_entropy: 3.3218, relative_absolute_error: 0.4832, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1716, root_relative_squared_error: 0.5721, unweighted_recall: 0.8935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.8677, kappa: 0.8535, kb_relative_information_score: 0.755, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.18, weighted_recall: 0.8682, number_of_instances: 1593, precision: 0.8699, predictive_accuracy: 0.8682, prior_entropy: 3.3218, relative_absolute_error: 0.3892, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1593, root_relative_squared_error: 0.5311, unweighted_recall: 0.8678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.7757, kappa: 0.7545, kb_relative_information_score: 0.6629, mean_absolute_error: 0.0897, mean_prior_absolute_error: 0.18, weighted_recall: 0.779, number_of_instances: 1593, precision: 0.7822, predictive_accuracy: 0.779, prior_entropy: 3.3218, relative_absolute_error: 0.4985, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1894, root_relative_squared_error: 0.6313, unweighted_recall: 0.7783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9272, kappa: 0.9191, kb_relative_information_score: 0.8079, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.18, weighted_recall: 0.9272, number_of_instances: 1593, precision: 0.928, predictive_accuracy: 0.9272, prior_entropy: 3.3218, relative_absolute_error: 0.3319, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1367, root_relative_squared_error: 0.4556, unweighted_recall: 0.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9366, kappa: 0.9296, kb_relative_information_score: 0.818, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.18, weighted_recall: 0.9366, number_of_instances: 1593, precision: 0.9374, predictive_accuracy: 0.9366, prior_entropy: 3.3218, relative_absolute_error: 0.3205, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1314, root_relative_squared_error: 0.4381, unweighted_recall: 0.9364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9449, kappa: 0.9386, kb_relative_information_score: 0.7716, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.18, weighted_recall: 0.9448, number_of_instances: 1593, precision: 0.9456, predictive_accuracy: 0.9448, prior_entropy: 3.3218, relative_absolute_error: 0.4021, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.147, root_relative_squared_error: 0.4901, unweighted_recall: 0.9446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.943, kappa: 0.9365, kb_relative_information_score: 0.8167, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.18, weighted_recall: 0.9429, number_of_instances: 1593, precision: 0.9437, predictive_accuracy: 0.9429, prior_entropy: 3.3218, relative_absolute_error: 0.3252, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1312, root_relative_squared_error: 0.4373, unweighted_recall: 0.9427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.924, kappa: 0.9156, kb_relative_information_score: 0.8255, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.18, weighted_recall: 0.924, number_of_instances: 1593, precision: 0.9247, predictive_accuracy: 0.924, prior_entropy: 3.3218, relative_absolute_error: 0.2975, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.131, root_relative_squared_error: 0.4366, unweighted_recall: 0.9238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.8504, kappa: 0.8347, kb_relative_information_score: 0.741, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.18, weighted_recall: 0.8512, number_of_instances: 1593, precision: 0.8525, predictive_accuracy: 0.8512, prior_entropy: 3.3218, relative_absolute_error: 0.4009, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1648, root_relative_squared_error: 0.5492, unweighted_recall: 0.8508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9367, kappa: 0.9296, kb_relative_information_score: 0.8303, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.18, weighted_recall: 0.9366, number_of_instances: 1593, precision: 0.9374, predictive_accuracy: 0.9366, prior_entropy: 3.3218, relative_absolute_error: 0.2968, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1276, root_relative_squared_error: 0.4252, unweighted_recall: 0.9364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9297, kappa: 0.9219, kb_relative_information_score: 0.8075, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.18, weighted_recall: 0.9297, number_of_instances: 1593, precision: 0.9307, predictive_accuracy: 0.9297, prior_entropy: 3.3218, relative_absolute_error: 0.3311, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1371, root_relative_squared_error: 0.4569, unweighted_recall: 0.9296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9177, kappa: 0.9086, kb_relative_information_score: 0.7217, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.18, weighted_recall: 0.9178, number_of_instances: 1593, precision: 0.9193, predictive_accuracy: 0.9178, prior_entropy: 3.3218, relative_absolute_error: 0.4704, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1658, root_relative_squared_error: 0.5528, unweighted_recall: 0.9174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.8995, kappa: 0.8884, kb_relative_information_score: 0.8214, mean_absolute_error: 0.0524, mean_prior_absolute_error: 0.18, weighted_recall: 0.8996, number_of_instances: 1593, precision: 0.9005, predictive_accuracy: 0.8996, prior_entropy: 3.3218, relative_absolute_error: 0.2911, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1366, root_relative_squared_error: 0.4555, unweighted_recall: 0.8993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9424, kappa: 0.9358, kb_relative_information_score: 0.8168, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.18, weighted_recall: 0.9422, number_of_instances: 1593, precision: 0.9433, predictive_accuracy: 0.9422, prior_entropy: 3.3218, relative_absolute_error: 0.3243, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1307, root_relative_squared_error: 0.4357, unweighted_recall: 0.9421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9542, kappa: 0.9491, kb_relative_information_score: 0.7422, mean_absolute_error: 0.0812, mean_prior_absolute_error: 0.18, weighted_recall: 0.9542, number_of_instances: 1593, precision: 0.9546, predictive_accuracy: 0.9542, prior_entropy: 3.3218, relative_absolute_error: 0.4509, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1569, root_relative_squared_error: 0.5229, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9053, kappa: 0.8947, kb_relative_information_score: 0.7371, mean_absolute_error: 0.0793, mean_prior_absolute_error: 0.18, weighted_recall: 0.9052, number_of_instances: 1593, precision: 0.9076, predictive_accuracy: 0.9052, prior_entropy: 3.3218, relative_absolute_error: 0.4404, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1621, root_relative_squared_error: 0.5403, unweighted_recall: 0.9049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.8784, kappa: 0.8654, kb_relative_information_score: 0.7654, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.18, weighted_recall: 0.8788, number_of_instances: 1593, precision: 0.8797, predictive_accuracy: 0.8788, prior_entropy: 3.3218, relative_absolute_error: 0.3784, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1552, root_relative_squared_error: 0.5173, unweighted_recall: 0.8784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9504, kappa: 0.9449, kb_relative_information_score: 0.7991, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.18, weighted_recall: 0.9504, number_of_instances: 1593, precision: 0.9509, predictive_accuracy: 0.9504, prior_entropy: 3.3218, relative_absolute_error: 0.3588, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1364, root_relative_squared_error: 0.4547, unweighted_recall: 0.9502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9329, kappa: 0.9254, kb_relative_information_score: 0.8071, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.18, weighted_recall: 0.9328, number_of_instances: 1593, precision: 0.9337, predictive_accuracy: 0.9328, prior_entropy: 3.3218, relative_absolute_error: 0.3367, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1357, root_relative_squared_error: 0.4523, unweighted_recall: 0.9327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.909, kappa: 0.8989, kb_relative_information_score: 0.8152, mean_absolute_error: 0.0546, mean_prior_absolute_error: 0.18, weighted_recall: 0.909, number_of_instances: 1593, precision: 0.9098, predictive_accuracy: 0.909, prior_entropy: 3.3218, relative_absolute_error: 0.3036, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1373, root_relative_squared_error: 0.4576, unweighted_recall: 0.9087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9316, kappa: 0.924, kb_relative_information_score: 0.8176, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.18, weighted_recall: 0.9316, number_of_instances: 1593, precision: 0.9325, predictive_accuracy: 0.9316, prior_entropy: 3.3218, relative_absolute_error: 0.3124, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1338, root_relative_squared_error: 0.4459, unweighted_recall: 0.9314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.941, kappa: 0.9344, kb_relative_information_score: 0.7133, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.18, weighted_recall: 0.941, number_of_instances: 1593, precision: 0.942, predictive_accuracy: 0.941, prior_entropy: 3.3218, relative_absolute_error: 0.4892, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1675, root_relative_squared_error: 0.5582, unweighted_recall: 0.9408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9309, kappa: 0.9233, kb_relative_information_score: 0.564, mean_absolute_error: 0.1213, mean_prior_absolute_error: 0.18, weighted_recall: 0.9309, number_of_instances: 1593, precision: 0.9322, predictive_accuracy: 0.9309, prior_entropy: 3.3218, relative_absolute_error: 0.674, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2116, root_relative_squared_error: 0.7054, unweighted_recall: 0.9307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.8902, kappa: 0.8779, kb_relative_information_score: 0.8211, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.18, weighted_recall: 0.8901, number_of_instances: 1593, precision: 0.8916, predictive_accuracy: 0.8901, prior_entropy: 3.3218, relative_absolute_error: 0.2838, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1393, root_relative_squared_error: 0.4644, unweighted_recall: 0.8899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9317, kappa: 0.924, kb_relative_information_score: 0.8019, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.18, weighted_recall: 0.9316, number_of_instances: 1593, precision: 0.9325, predictive_accuracy: 0.9316, prior_entropy: 3.3218, relative_absolute_error: 0.3384, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.139, root_relative_squared_error: 0.4634, unweighted_recall: 0.9314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9272, kappa: 0.9191, kb_relative_information_score: 0.8047, mean_absolute_error: 0.0598, mean_prior_absolute_error: 0.18, weighted_recall: 0.9272, number_of_instances: 1593, precision: 0.9282, predictive_accuracy: 0.9272, prior_entropy: 3.3218, relative_absolute_error: 0.3325, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1388, root_relative_squared_error: 0.4627, unweighted_recall: 0.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9467, kappa: 0.9407, kb_relative_information_score: 0.8023, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.18, weighted_recall: 0.9466, number_of_instances: 1593, precision: 0.9472, predictive_accuracy: 0.9466, prior_entropy: 3.3218, relative_absolute_error: 0.3504, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.136, root_relative_squared_error: 0.4535, unweighted_recall: 0.9465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9146, kappa: 0.9051, kb_relative_information_score: 0.7281, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.18, weighted_recall: 0.9146, number_of_instances: 1593, precision: 0.9163, predictive_accuracy: 0.9146, prior_entropy: 3.3218, relative_absolute_error: 0.4598, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.5469, unweighted_recall: 0.9143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9197, kappa: 0.9107, kb_relative_information_score: 0.8133, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.18, weighted_recall: 0.9196, number_of_instances: 1593, precision: 0.9207, predictive_accuracy: 0.9196, prior_entropy: 3.3218, relative_absolute_error: 0.3161, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1361, root_relative_squared_error: 0.4537, unweighted_recall: 0.9195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9077, kappa: 0.8975, kb_relative_information_score: 0.8164, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.18, weighted_recall: 0.9077, number_of_instances: 1593, precision: 0.9087, predictive_accuracy: 0.9077, prior_entropy: 3.3218, relative_absolute_error: 0.3049, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1364, root_relative_squared_error: 0.4545, unweighted_recall: 0.9074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9159, kappa: 0.9065, kb_relative_information_score: 0.7481, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.18, weighted_recall: 0.9159, number_of_instances: 1593, precision: 0.9176, predictive_accuracy: 0.9159, prior_entropy: 3.3218, relative_absolute_error: 0.4278, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1574, root_relative_squared_error: 0.5246, unweighted_recall: 0.9156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.8975, kappa: 0.8863, kb_relative_information_score: 0.7288, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.18, weighted_recall: 0.8977, number_of_instances: 1593, precision: 0.8994, predictive_accuracy: 0.8977, prior_entropy: 3.3218, relative_absolute_error: 0.452, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1648, root_relative_squared_error: 0.5492, unweighted_recall: 0.8974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.8926, kappa: 0.8807, kb_relative_information_score: 0.7637, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.18, weighted_recall: 0.8927, number_of_instances: 1593, precision: 0.8944, predictive_accuracy: 0.8927, prior_entropy: 3.3218, relative_absolute_error: 0.392, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.154, root_relative_squared_error: 0.5135, unweighted_recall: 0.8924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9103, kappa: 0.9003, kb_relative_information_score: 0.7845, mean_absolute_error: 0.065, mean_prior_absolute_error: 0.18, weighted_recall: 0.9102, number_of_instances: 1593, precision: 0.9118, predictive_accuracy: 0.9102, prior_entropy: 3.3218, relative_absolute_error: 0.3614, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1463, root_relative_squared_error: 0.4876, unweighted_recall: 0.9099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9236, kappa: 0.9149, kb_relative_information_score: 0.8146, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.18, weighted_recall: 0.9234, number_of_instances: 1593, precision: 0.9245, predictive_accuracy: 0.9234, prior_entropy: 3.3218, relative_absolute_error: 0.3155, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1353, root_relative_squared_error: 0.4509, unweighted_recall: 0.9232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9267, kappa: 0.9184, kb_relative_information_score: 0.782, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.18, weighted_recall: 0.9266, number_of_instances: 1593, precision: 0.9278, predictive_accuracy: 0.9266, prior_entropy: 3.3218, relative_absolute_error: 0.3775, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1451, root_relative_squared_error: 0.4838, unweighted_recall: 0.9263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9317, kappa: 0.924, kb_relative_information_score: 0.792, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.18, weighted_recall: 0.9316, number_of_instances: 1593, precision: 0.9329, predictive_accuracy: 0.9316, prior_entropy: 3.3218, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1416, root_relative_squared_error: 0.4721, unweighted_recall: 0.9314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9247, kappa: 0.9163, kb_relative_information_score: 0.7993, mean_absolute_error: 0.0614, mean_prior_absolute_error: 0.18, weighted_recall: 0.9247, number_of_instances: 1593, precision: 0.9256, predictive_accuracy: 0.9247, prior_entropy: 3.3218, relative_absolute_error: 0.341, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1405, root_relative_squared_error: 0.4685, unweighted_recall: 0.9245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9198, kappa: 0.9107, kb_relative_information_score: 0.518, mean_absolute_error: 0.1295, mean_prior_absolute_error: 0.18, weighted_recall: 0.9196, number_of_instances: 1593, precision: 0.9215, predictive_accuracy: 0.9196, prior_entropy: 3.3218, relative_absolute_error: 0.7192, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.7443, unweighted_recall: 0.9194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9385, kappa: 0.9316, kb_relative_information_score: 0.8246, mean_absolute_error: 0.0548, mean_prior_absolute_error: 0.18, weighted_recall: 0.9385, number_of_instances: 1593, precision: 0.9391, predictive_accuracy: 0.9385, prior_entropy: 3.3218, relative_absolute_error: 0.3043, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1298, root_relative_squared_error: 0.4327, unweighted_recall: 0.9383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.8923, kappa: 0.8807, kb_relative_information_score: 0.6371, mean_absolute_error: 0.1048, mean_prior_absolute_error: 0.18, weighted_recall: 0.8927, number_of_instances: 1593, precision: 0.8952, predictive_accuracy: 0.8927, prior_entropy: 3.3218, relative_absolute_error: 0.582, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1928, root_relative_squared_error: 0.6428, unweighted_recall: 0.8922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9354, kappa: 0.9282, kb_relative_information_score: 0.8344, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.18, weighted_recall: 0.9353, number_of_instances: 1593, precision: 0.936, predictive_accuracy: 0.9353, prior_entropy: 3.3218, relative_absolute_error: 0.2863, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.127, root_relative_squared_error: 0.4234, unweighted_recall: 0.9352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9011, kappa: 0.8905, kb_relative_information_score: 0.8306, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.18, weighted_recall: 0.9014, number_of_instances: 1593, precision: 0.902, predictive_accuracy: 0.9014, prior_entropy: 3.3218, relative_absolute_error: 0.2757, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.445, unweighted_recall: 0.901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9411, kappa: 0.9344, kb_relative_information_score: 0.825, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.18, weighted_recall: 0.941, number_of_instances: 1593, precision: 0.9419, predictive_accuracy: 0.941, prior_entropy: 3.3218, relative_absolute_error: 0.3099, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1285, root_relative_squared_error: 0.4283, unweighted_recall: 0.9408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9304, kappa: 0.9226, kb_relative_information_score: 0.8072, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.18, weighted_recall: 0.9303, number_of_instances: 1593, precision: 0.9314, predictive_accuracy: 0.9303, prior_entropy: 3.3218, relative_absolute_error: 0.3332, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1367, root_relative_squared_error: 0.4557, unweighted_recall: 0.9302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9147, kappa: 0.9051, kb_relative_information_score: 0.7743, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.18, weighted_recall: 0.9146, number_of_instances: 1593, precision: 0.9161, predictive_accuracy: 0.9146, prior_entropy: 3.3218, relative_absolute_error: 0.3804, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1494, root_relative_squared_error: 0.4982, unweighted_recall: 0.9144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9442, kappa: 0.9379, kb_relative_information_score: 0.8243, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.18, weighted_recall: 0.9441, number_of_instances: 1593, precision: 0.9449, predictive_accuracy: 0.9441, prior_entropy: 3.3218, relative_absolute_error: 0.3097, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1289, root_relative_squared_error: 0.4297, unweighted_recall: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.8528, kappa: 0.8375, kb_relative_information_score: 0.6001, mean_absolute_error: 0.1118, mean_prior_absolute_error: 0.18, weighted_recall: 0.8537, number_of_instances: 1593, precision: 0.8564, predictive_accuracy: 0.8537, prior_entropy: 3.3218, relative_absolute_error: 0.6212, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2038, root_relative_squared_error: 0.6793, unweighted_recall: 0.8533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.8945, kappa: 0.8828, kb_relative_information_score: 0.7494, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.18, weighted_recall: 0.8945, number_of_instances: 1593, precision: 0.897, predictive_accuracy: 0.8945, prior_entropy: 3.3218, relative_absolute_error: 0.4111, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1591, root_relative_squared_error: 0.5302, unweighted_recall: 0.8943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.8997, kappa: 0.8884, kb_relative_information_score: 0.5593, mean_absolute_error: 0.1215, mean_prior_absolute_error: 0.18, weighted_recall: 0.8996, number_of_instances: 1593, precision: 0.9019, predictive_accuracy: 0.8996, prior_entropy: 3.3218, relative_absolute_error: 0.6751, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.7114, unweighted_recall: 0.8992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9448, kappa: 0.9386, kb_relative_information_score: 0.7801, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.18, weighted_recall: 0.9448, number_of_instances: 1593, precision: 0.9455, predictive_accuracy: 0.9448, prior_entropy: 3.3218, relative_absolute_error: 0.388, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1441, root_relative_squared_error: 0.4804, unweighted_recall: 0.9446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9166, kappa: 0.9072, kb_relative_information_score: 0.7892, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.18, weighted_recall: 0.9165, number_of_instances: 1593, precision: 0.9179, predictive_accuracy: 0.9165, prior_entropy: 3.3218, relative_absolute_error: 0.3538, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1442, root_relative_squared_error: 0.4806, unweighted_recall: 0.9164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.8349, kappa: 0.8179, kb_relative_information_score: 0.7361, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.18, weighted_recall: 0.8362, number_of_instances: 1593, precision: 0.8364, predictive_accuracy: 0.8362, prior_entropy: 3.3218, relative_absolute_error: 0.4051, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1674, root_relative_squared_error: 0.558, unweighted_recall: 0.8355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9159, kappa: 0.9065, kb_relative_information_score: 0.791, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.18, weighted_recall: 0.9159, number_of_instances: 1593, precision: 0.9168, predictive_accuracy: 0.9159, prior_entropy: 3.3218, relative_absolute_error: 0.3525, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.144, root_relative_squared_error: 0.4799, unweighted_recall: 0.9157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9335, kappa: 0.9261, kb_relative_information_score: 0.8168, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.18, weighted_recall: 0.9335, number_of_instances: 1593, precision: 0.9341, predictive_accuracy: 0.9335, prior_entropy: 3.3218, relative_absolute_error: 0.3154, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1334, root_relative_squared_error: 0.4448, unweighted_recall: 0.9333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9134, kappa: 0.9037, kb_relative_information_score: 0.7802, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.18, weighted_recall: 0.9134, number_of_instances: 1593, precision: 0.915, predictive_accuracy: 0.9134, prior_entropy: 3.3218, relative_absolute_error: 0.3707, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1476, root_relative_squared_error: 0.4921, unweighted_recall: 0.9132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9399, kappa: 0.933, kb_relative_information_score: 0.7706, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.18, weighted_recall: 0.9397, number_of_instances: 1593, precision: 0.941, predictive_accuracy: 0.9397, prior_entropy: 3.3218, relative_absolute_error: 0.4035, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1477, root_relative_squared_error: 0.4923, unweighted_recall: 0.9395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.8898, kappa: 0.8779, kb_relative_information_score: 0.659, mean_absolute_error: 0.0988, mean_prior_absolute_error: 0.18, weighted_recall: 0.8901, number_of_instances: 1593, precision: 0.8933, predictive_accuracy: 0.8901, prior_entropy: 3.3218, relative_absolute_error: 0.5486, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1855, root_relative_squared_error: 0.6183, unweighted_recall: 0.8898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9304, kappa: 0.9226, kb_relative_information_score: 0.7989, mean_absolute_error: 0.0618, mean_prior_absolute_error: 0.18, weighted_recall: 0.9303, number_of_instances: 1593, precision: 0.9315, predictive_accuracy: 0.9303, prior_entropy: 3.3218, relative_absolute_error: 0.3435, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1397, root_relative_squared_error: 0.4657, unweighted_recall: 0.9301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9429, kappa: 0.9365, kb_relative_information_score: 0.8218, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.18, weighted_recall: 0.9429, number_of_instances: 1593, precision: 0.9433, predictive_accuracy: 0.9429, prior_entropy: 3.3218, relative_absolute_error: 0.3137, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1302, root_relative_squared_error: 0.4339, unweighted_recall: 0.9427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.8496, kappa: 0.834, kb_relative_information_score: 0.753, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.18, weighted_recall: 0.8506, number_of_instances: 1593, precision: 0.8515, predictive_accuracy: 0.8506, prior_entropy: 3.3218, relative_absolute_error: 0.3855, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.5382, unweighted_recall: 0.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9085, kappa: 0.8982, kb_relative_information_score: 0.7976, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.18, weighted_recall: 0.9083, number_of_instances: 1593, precision: 0.91, predictive_accuracy: 0.9083, prior_entropy: 3.3218, relative_absolute_error: 0.3357, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.477, unweighted_recall: 0.9081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9298, kappa: 0.9219, kb_relative_information_score: 0.8236, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.18, weighted_recall: 0.9297, number_of_instances: 1593, precision: 0.9307, predictive_accuracy: 0.9297, prior_entropy: 3.3218, relative_absolute_error: 0.3037, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1316, root_relative_squared_error: 0.4387, unweighted_recall: 0.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.8361, kappa: 0.8193, kb_relative_information_score: 0.7517, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.18, weighted_recall: 0.8374, number_of_instances: 1593, precision: 0.8376, predictive_accuracy: 0.8374, prior_entropy: 3.3218, relative_absolute_error: 0.379, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1633, root_relative_squared_error: 0.5445, unweighted_recall: 0.8367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9392, kappa: 0.9323, kb_relative_information_score: 0.8093, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.18, weighted_recall: 0.9391, number_of_instances: 1593, precision: 0.9398, predictive_accuracy: 0.9391, prior_entropy: 3.3218, relative_absolute_error: 0.3335, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1346, root_relative_squared_error: 0.4486, unweighted_recall: 0.9389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9177, kappa: 0.9086, kb_relative_information_score: 0.8057, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.18, weighted_recall: 0.9178, number_of_instances: 1593, precision: 0.9185, predictive_accuracy: 0.9178, prior_entropy: 3.3218, relative_absolute_error: 0.3264, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1394, root_relative_squared_error: 0.4645, unweighted_recall: 0.9175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.8831, kappa: 0.8703, kb_relative_information_score: 0.5121, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.18, weighted_recall: 0.8832, number_of_instances: 1593, precision: 0.887, predictive_accuracy: 0.8832, prior_entropy: 3.3218, relative_absolute_error: 0.7207, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.7514, unweighted_recall: 0.8829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9026, kappa: 0.8919, kb_relative_information_score: 0.7879, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.18, weighted_recall: 0.9027, number_of_instances: 1593, precision: 0.9037, predictive_accuracy: 0.9027, prior_entropy: 3.3218, relative_absolute_error: 0.3525, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.146, root_relative_squared_error: 0.4866, unweighted_recall: 0.9023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9472, kappa: 0.9414, kb_relative_information_score: 0.746, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.18, weighted_recall: 0.9473, number_of_instances: 1593, precision: 0.9478, predictive_accuracy: 0.9473, prior_entropy: 3.3218, relative_absolute_error: 0.4434, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1557, root_relative_squared_error: 0.5189, unweighted_recall: 0.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9385, kappa: 0.9316, kb_relative_information_score: 0.7752, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.18, weighted_recall: 0.9385, number_of_instances: 1593, precision: 0.9392, predictive_accuracy: 0.9385, prior_entropy: 3.3218, relative_absolute_error: 0.3937, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1467, root_relative_squared_error: 0.4889, unweighted_recall: 0.9382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.8782, kappa: 0.8654, kb_relative_information_score: 0.7332, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.18, weighted_recall: 0.8788, number_of_instances: 1593, precision: 0.8805, predictive_accuracy: 0.8788, prior_entropy: 3.3218, relative_absolute_error: 0.4303, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.165, root_relative_squared_error: 0.5502, unweighted_recall: 0.8784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9311, kappa: 0.9233, kb_relative_information_score: 0.8048, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.18, weighted_recall: 0.9309, number_of_instances: 1593, precision: 0.932, predictive_accuracy: 0.9309, prior_entropy: 3.3218, relative_absolute_error: 0.3349, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1373, root_relative_squared_error: 0.4577, unweighted_recall: 0.9308,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9216, kappa: 0.9128, kb_relative_information_score: 0.7922, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.18, weighted_recall: 0.9215, number_of_instances: 1593, precision: 0.9228, predictive_accuracy: 0.9215, prior_entropy: 3.3218, relative_absolute_error: 0.3523, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.4761, unweighted_recall: 0.9213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.8853, kappa: 0.873, kb_relative_information_score: 0.7762, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.18, weighted_recall: 0.8858, number_of_instances: 1593, precision: 0.8868, predictive_accuracy: 0.8858, prior_entropy: 3.3218, relative_absolute_error: 0.3661, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1517, root_relative_squared_error: 0.5055, unweighted_recall: 0.8853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.909, kappa: 0.8989, kb_relative_information_score: 0.4905, mean_absolute_error: 0.1339, mean_prior_absolute_error: 0.18, weighted_recall: 0.909, number_of_instances: 1593, precision: 0.9108, predictive_accuracy: 0.909, prior_entropy: 3.3218, relative_absolute_error: 0.7441, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2298, root_relative_squared_error: 0.766, unweighted_recall: 0.9087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.846, kappa: 0.8298, kb_relative_information_score: 0.7391, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.18, weighted_recall: 0.8468, number_of_instances: 1593, precision: 0.8473, predictive_accuracy: 0.8468, prior_entropy: 3.3218, relative_absolute_error: 0.4041, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.166, root_relative_squared_error: 0.5532, unweighted_recall: 0.8463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9373, kappa: 0.9302, kb_relative_information_score: 0.8223, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.18, weighted_recall: 0.9372, number_of_instances: 1593, precision: 0.9378, predictive_accuracy: 0.9372, prior_entropy: 3.3218, relative_absolute_error: 0.31, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1303, root_relative_squared_error: 0.4343, unweighted_recall: 0.9371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9435, kappa: 0.9372, kb_relative_information_score: 0.6531, mean_absolute_error: 0.1029, mean_prior_absolute_error: 0.18, weighted_recall: 0.9435, number_of_instances: 1593, precision: 0.9443, predictive_accuracy: 0.9435, prior_entropy: 3.3218, relative_absolute_error: 0.5718, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.6203, unweighted_recall: 0.9432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9129, kappa: 0.903, kb_relative_information_score: 0.7928, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.18, weighted_recall: 0.9127, number_of_instances: 1593, precision: 0.914, predictive_accuracy: 0.9127, prior_entropy: 3.3218, relative_absolute_error: 0.3461, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1434, root_relative_squared_error: 0.4782, unweighted_recall: 0.9125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9285, kappa: 0.9205, kb_relative_information_score: 0.7873, mean_absolute_error: 0.0653, mean_prior_absolute_error: 0.18, weighted_recall: 0.9284, number_of_instances: 1593, precision: 0.9299, predictive_accuracy: 0.9284, prior_entropy: 3.3218, relative_absolute_error: 0.3629, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1436, root_relative_squared_error: 0.4788, unweighted_recall: 0.9283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9467, kappa: 0.9407, kb_relative_information_score: 0.7824, mean_absolute_error: 0.0691, mean_prior_absolute_error: 0.18, weighted_recall: 0.9466, number_of_instances: 1593, precision: 0.9473, predictive_accuracy: 0.9466, prior_entropy: 3.3218, relative_absolute_error: 0.3837, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1429, root_relative_squared_error: 0.4763, unweighted_recall: 0.9465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9455, kappa: 0.9393, kb_relative_information_score: 0.783, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.18, weighted_recall: 0.9454, number_of_instances: 1593, precision: 0.9461, predictive_accuracy: 0.9454, prior_entropy: 3.3218, relative_absolute_error: 0.3831, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1427, root_relative_squared_error: 0.4758, unweighted_recall: 0.9452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.943, kappa: 0.9365, kb_relative_information_score: 0.7801, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.18, weighted_recall: 0.9429, number_of_instances: 1593, precision: 0.9438, predictive_accuracy: 0.9429, prior_entropy: 3.3218, relative_absolute_error: 0.3876, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.144, root_relative_squared_error: 0.48, unweighted_recall: 0.9427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.8612, kappa: 0.8465, kb_relative_information_score: 0.602, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.18, weighted_recall: 0.8619, number_of_instances: 1593, precision: 0.8667, predictive_accuracy: 0.8619, prior_entropy: 3.3218, relative_absolute_error: 0.6171, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2022, root_relative_squared_error: 0.6741, unweighted_recall: 0.8614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9373, kappa: 0.9302, kb_relative_information_score: 0.8143, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.18, weighted_recall: 0.9372, number_of_instances: 1593, precision: 0.9381, predictive_accuracy: 0.9372, prior_entropy: 3.3218, relative_absolute_error: 0.3232, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1337, root_relative_squared_error: 0.4458, unweighted_recall: 0.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.8746, kappa: 0.8612, kb_relative_information_score: 0.7957, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.18, weighted_recall: 0.8751, number_of_instances: 1593, precision: 0.8761, predictive_accuracy: 0.8751, prior_entropy: 3.3218, relative_absolute_error: 0.3238, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1465, root_relative_squared_error: 0.4882, unweighted_recall: 0.8746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9323, kappa: 0.9247, kb_relative_information_score: 0.8011, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.18, weighted_recall: 0.9322, number_of_instances: 1593, precision: 0.9332, predictive_accuracy: 0.9322, prior_entropy: 3.3218, relative_absolute_error: 0.3483, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1377, root_relative_squared_error: 0.4589, unweighted_recall: 0.9321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9203, kappa: 0.9114, kb_relative_information_score: 0.8029, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.18, weighted_recall: 0.9203, number_of_instances: 1593, precision: 0.9211, predictive_accuracy: 0.9203, prior_entropy: 3.3218, relative_absolute_error: 0.3316, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1402, root_relative_squared_error: 0.4674, unweighted_recall: 0.9201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.8578, kappa: 0.8424, kb_relative_information_score: 0.8102, mean_absolute_error: 0.0524, mean_prior_absolute_error: 0.18, weighted_recall: 0.8581, number_of_instances: 1593, precision: 0.8589, predictive_accuracy: 0.8581, prior_entropy: 3.3218, relative_absolute_error: 0.2913, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1462, root_relative_squared_error: 0.4874, unweighted_recall: 0.8577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4953, kappa: -0.0013, kb_relative_information_score: 0.0008, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1004, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, unweighted_recall: 0.0989,

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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