OpenML
Supervised Classification on ozone-level-8hr

Supervised Classification on ozone-level-8hr

Task 9978 Supervised Classification ozone-level-8hr 94952 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_73 study_98 study_99
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9044, f_measure: 0.9195, kappa: 0.1646, kb_relative_information_score: -0.2322, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9412, number_of_instances: 2534, precision: 0.9313, predictive_accuracy: 0.9412, prior_entropy: 0.3398, relative_absolute_error: 0.7748, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.8612, unweighted_recall: 0.5489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.916, f_measure: 0.9264, kappa: 0.2547, kb_relative_information_score: -0.2189, mean_absolute_error: 0.089, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9432, number_of_instances: 2534, precision: 0.9318, predictive_accuracy: 0.9432, prior_entropy: 0.3398, relative_absolute_error: 0.7504, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2056, root_relative_squared_error: 0.8453, unweighted_recall: 0.5821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9156, f_measure: 0.9288, kappa: 0.2888, kb_relative_information_score: -0.2238, mean_absolute_error: 0.0896, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9436, number_of_instances: 2534, precision: 0.9316, predictive_accuracy: 0.9436, prior_entropy: 0.3398, relative_absolute_error: 0.7556, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.841, unweighted_recall: 0.5968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9189, f_measure: 0.9222, kappa: 0.1949, kb_relative_information_score: -0.2209, mean_absolute_error: 0.0914, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9428, number_of_instances: 2534, precision: 0.9364, predictive_accuracy: 0.9428, prior_entropy: 0.3398, relative_absolute_error: 0.7704, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.8505, unweighted_recall: 0.5585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9183, f_measure: 0.9292, kappa: 0.2838, kb_relative_information_score: -0.2211, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9451, number_of_instances: 2534, precision: 0.9366, predictive_accuracy: 0.9451, prior_entropy: 0.3398, relative_absolute_error: 0.7519, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.8407, unweighted_recall: 0.5919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9076, kb_relative_information_score: -0.3172, mean_absolute_error: 0.0978, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9369, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, relative_absolute_error: 0.8242, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.8829, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8814, f_measure: 0.9311, kappa: 0.3487, kb_relative_information_score: -0.2403, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.1186, weighted_recall: 0.94, number_of_instances: 2534, precision: 0.9278, predictive_accuracy: 0.94, prior_entropy: 0.3398, relative_absolute_error: 0.7368, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2172, root_relative_squared_error: 0.893, unweighted_recall: 0.6357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9154, f_measure: 0.9301, kappa: 0.3007, kb_relative_information_score: -0.1909, mean_absolute_error: 0.0867, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9448, number_of_instances: 2534, precision: 0.9343, predictive_accuracy: 0.9448, prior_entropy: 0.3398, relative_absolute_error: 0.731, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.8422, unweighted_recall: 0.6004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9181, f_measure: 0.9248, kappa: 0.2284, kb_relative_information_score: -0.1952, mean_absolute_error: 0.0898, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9436, number_of_instances: 2534, precision: 0.9357, predictive_accuracy: 0.9436, prior_entropy: 0.3398, relative_absolute_error: 0.7573, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.8434, unweighted_recall: 0.5706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.9292, kappa: 0.2949, kb_relative_information_score: -0.178, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9436, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9436, prior_entropy: 0.3398, relative_absolute_error: 0.7393, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2052, root_relative_squared_error: 0.8438, unweighted_recall: 0.5998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9219, f_measure: 0.9264, kappa: 0.2547, kb_relative_information_score: -0.2047, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9432, number_of_instances: 2534, precision: 0.9318, predictive_accuracy: 0.9432, prior_entropy: 0.3398, relative_absolute_error: 0.7488, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.8405, unweighted_recall: 0.5821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.919, f_measure: 0.9293, kappa: 0.2882, kb_relative_information_score: -0.1976, mean_absolute_error: 0.0876, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9448, number_of_instances: 2534, precision: 0.935, predictive_accuracy: 0.9448, prior_entropy: 0.3398, relative_absolute_error: 0.7389, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2038, root_relative_squared_error: 0.8379, unweighted_recall: 0.5946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9165, f_measure: 0.9274, kappa: 0.2725, kb_relative_information_score: -0.1876, mean_absolute_error: 0.0886, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9428, number_of_instances: 2534, precision: 0.93, predictive_accuracy: 0.9428, prior_entropy: 0.3398, relative_absolute_error: 0.7467, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.8419, unweighted_recall: 0.5906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.9227, kappa: 0.2069, kb_relative_information_score: -0.182, mean_absolute_error: 0.0886, mean_prior_absolute_error: 0.1186, weighted_recall: 0.942, number_of_instances: 2534, precision: 0.9306, predictive_accuracy: 0.942, prior_entropy: 0.3398, relative_absolute_error: 0.7473, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.8425, unweighted_recall: 0.5639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9183, f_measure: 0.9265, kappa: 0.2515, kb_relative_information_score: -0.2281, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.1186, weighted_recall: 0.944, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.944, prior_entropy: 0.3398, relative_absolute_error: 0.765, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2053, root_relative_squared_error: 0.844, unweighted_recall: 0.5796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9046, f_measure: 0.9278, kappa: 0.2716, kb_relative_information_score: -0.2941, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.1186, weighted_recall: 0.944, number_of_instances: 2534, precision: 0.9334, predictive_accuracy: 0.944, prior_entropy: 0.3398, relative_absolute_error: 0.7797, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.8523, unweighted_recall: 0.5883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9142, f_measure: 0.9294, kappa: 0.2926, kb_relative_information_score: -0.2133, mean_absolute_error: 0.0883, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9444, number_of_instances: 2534, precision: 0.9336, predictive_accuracy: 0.9444, prior_entropy: 0.3398, relative_absolute_error: 0.7448, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.205, root_relative_squared_error: 0.8429, unweighted_recall: 0.5973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9194, f_measure: 0.9232, kappa: 0.2102, kb_relative_information_score: -0.1889, mean_absolute_error: 0.0883, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9428, number_of_instances: 2534, precision: 0.934, predictive_accuracy: 0.9428, prior_entropy: 0.3398, relative_absolute_error: 0.7446, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2055, root_relative_squared_error: 0.845, unweighted_recall: 0.5644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9037, f_measure: 0.9262, kappa: 0.2497, kb_relative_information_score: -0.2505, mean_absolute_error: 0.0918, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9436, number_of_instances: 2534, precision: 0.9335, predictive_accuracy: 0.9436, prior_entropy: 0.3398, relative_absolute_error: 0.7739, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.8567, unweighted_recall: 0.5794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9126, f_measure: 0.9133, kappa: 0.0873, kb_relative_information_score: -0.2654, mean_absolute_error: 0.0956, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9392, number_of_instances: 2534, precision: 0.931, predictive_accuracy: 0.9392, prior_entropy: 0.3398, relative_absolute_error: 0.8058, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.8654, unweighted_recall: 0.5246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9121, f_measure: 0.9343, kappa: 0.3545, kb_relative_information_score: -0.1822, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9463, number_of_instances: 2534, precision: 0.9365, predictive_accuracy: 0.9463, prior_entropy: 0.3398, relative_absolute_error: 0.7214, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8375, unweighted_recall: 0.6245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9225, f_measure: 0.9254, kappa: 0.2443, kb_relative_information_score: -0.1592, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9424, number_of_instances: 2534, precision: 0.9298, predictive_accuracy: 0.9424, prior_entropy: 0.3398, relative_absolute_error: 0.7327, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2034, root_relative_squared_error: 0.8364, unweighted_recall: 0.5787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9182, f_measure: 0.9292, kappa: 0.2838, kb_relative_information_score: -0.2022, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9451, number_of_instances: 2534, precision: 0.9366, predictive_accuracy: 0.9451, prior_entropy: 0.3398, relative_absolute_error: 0.7431, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.842, unweighted_recall: 0.5919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.9313, kappa: 0.3185, kb_relative_information_score: -0.2338, mean_absolute_error: 0.0894, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9448, number_of_instances: 2534, precision: 0.9338, predictive_accuracy: 0.9448, prior_entropy: 0.3398, relative_absolute_error: 0.7538, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2056, root_relative_squared_error: 0.8455, unweighted_recall: 0.6091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.9267, kappa: 0.2565, kb_relative_information_score: -0.1889, mean_absolute_error: 0.0871, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9436, number_of_instances: 2534, precision: 0.933, predictive_accuracy: 0.9436, prior_entropy: 0.3398, relative_absolute_error: 0.734, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.204, root_relative_squared_error: 0.8388, unweighted_recall: 0.5823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8842, f_measure: 0.9326, kappa: 0.3551, kb_relative_information_score: -0.2275, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9424, number_of_instances: 2534, precision: 0.9304, predictive_accuracy: 0.9424, prior_entropy: 0.3398, relative_absolute_error: 0.7326, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2139, root_relative_squared_error: 0.8797, unweighted_recall: 0.6341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9145, f_measure: 0.9319, kappa: 0.3225, kb_relative_information_score: -0.1793, mean_absolute_error: 0.0857, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9455, number_of_instances: 2534, precision: 0.9356, predictive_accuracy: 0.9455, prior_entropy: 0.3398, relative_absolute_error: 0.7228, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2042, root_relative_squared_error: 0.8395, unweighted_recall: 0.6096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9088, f_measure: 0.9161, kappa: 0.125, kb_relative_information_score: -0.2432, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9396, number_of_instances: 2534, precision: 0.9263, predictive_accuracy: 0.9396, prior_entropy: 0.3398, relative_absolute_error: 0.7801, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2093, root_relative_squared_error: 0.8605, unweighted_recall: 0.5364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.9316, kappa: 0.3205, kb_relative_information_score: -0.1548, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9451, number_of_instances: 2534, precision: 0.9346, predictive_accuracy: 0.9451, prior_entropy: 0.3398, relative_absolute_error: 0.7169, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2027, root_relative_squared_error: 0.8336, unweighted_recall: 0.6093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.928, kappa: 0.2762, kb_relative_information_score: -0.1575, mean_absolute_error: 0.0858, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9436, number_of_instances: 2534, precision: 0.932, predictive_accuracy: 0.9436, prior_entropy: 0.3398, relative_absolute_error: 0.7231, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2024, root_relative_squared_error: 0.8323, unweighted_recall: 0.591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9189, f_measure: 0.9284, kappa: 0.2754, kb_relative_information_score: -0.2157, mean_absolute_error: 0.089, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9448, number_of_instances: 2534, precision: 0.9359, predictive_accuracy: 0.9448, prior_entropy: 0.3398, relative_absolute_error: 0.7501, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2042, root_relative_squared_error: 0.8396, unweighted_recall: 0.5887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8991, f_measure: 0.9287, kappa: 0.2953, kb_relative_information_score: -0.2714, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9424, number_of_instances: 2534, precision: 0.929, predictive_accuracy: 0.9424, prior_entropy: 0.3398, relative_absolute_error: 0.7629, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.863, unweighted_recall: 0.602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9206, f_measure: 0.9271, kappa: 0.2632, kb_relative_information_score: -0.1559, mean_absolute_error: 0.0858, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9436, number_of_instances: 2534, precision: 0.9326, predictive_accuracy: 0.9436, prior_entropy: 0.3398, relative_absolute_error: 0.7237, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.8354, unweighted_recall: 0.5852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9131, f_measure: 0.9277, kappa: 0.2744, kb_relative_information_score: -0.2287, mean_absolute_error: 0.0896, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9432, number_of_instances: 2534, precision: 0.931, predictive_accuracy: 0.9432, prior_entropy: 0.3398, relative_absolute_error: 0.7557, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2047, root_relative_squared_error: 0.8418, unweighted_recall: 0.5908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9163, f_measure: 0.9292, kappa: 0.2949, kb_relative_information_score: -0.1733, mean_absolute_error: 0.086, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9436, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9436, prior_entropy: 0.3398, relative_absolute_error: 0.7253, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.8407, unweighted_recall: 0.5998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9164, f_measure: 0.9231, kappa: 0.2182, kb_relative_information_score: -0.216, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9412, number_of_instances: 2534, precision: 0.927, predictive_accuracy: 0.9412, prior_entropy: 0.3398, relative_absolute_error: 0.7487, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2052, root_relative_squared_error: 0.8435, unweighted_recall: 0.5693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9219, f_measure: 0.9247, kappa: 0.2321, kb_relative_information_score: -0.1594, mean_absolute_error: 0.0867, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9428, number_of_instances: 2534, precision: 0.9318, predictive_accuracy: 0.9428, prior_entropy: 0.3398, relative_absolute_error: 0.7311, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2038, root_relative_squared_error: 0.8378, unweighted_recall: 0.5731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9163, f_measure: 0.924, kappa: 0.2153, kb_relative_information_score: -0.2398, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.1186, weighted_recall: 0.944, number_of_instances: 2534, precision: 0.9402, predictive_accuracy: 0.944, prior_entropy: 0.3398, relative_absolute_error: 0.7594, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.8508, unweighted_recall: 0.565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9166, f_measure: 0.9208, kappa: 0.1773, kb_relative_information_score: -0.2137, mean_absolute_error: 0.0912, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9424, number_of_instances: 2534, precision: 0.9372, predictive_accuracy: 0.9424, prior_entropy: 0.3398, relative_absolute_error: 0.769, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2078, root_relative_squared_error: 0.8544, unweighted_recall: 0.5525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.921, f_measure: 0.9322, kappa: 0.3245, kb_relative_information_score: -0.165, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9459, number_of_instances: 2534, precision: 0.9365, predictive_accuracy: 0.9459, prior_entropy: 0.3398, relative_absolute_error: 0.722, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2027, root_relative_squared_error: 0.8335, unweighted_recall: 0.6098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9134, f_measure: 0.9136, kappa: 0.0885, kb_relative_information_score: -0.2745, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9396, number_of_instances: 2534, precision: 0.9366, predictive_accuracy: 0.9396, prior_entropy: 0.3398, relative_absolute_error: 0.7936, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.8668, unweighted_recall: 0.5248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.931, kappa: 0.3166, kb_relative_information_score: -0.1782, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9444, number_of_instances: 2534, precision: 0.9329, predictive_accuracy: 0.9444, prior_entropy: 0.3398, relative_absolute_error: 0.722, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2036, root_relative_squared_error: 0.8369, unweighted_recall: 0.6089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8912, f_measure: 0.9302, kappa: 0.3183, kb_relative_information_score: -0.2939, mean_absolute_error: 0.0906, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9424, number_of_instances: 2534, precision: 0.9293, predictive_accuracy: 0.9424, prior_entropy: 0.3398, relative_absolute_error: 0.764, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2123, root_relative_squared_error: 0.8729, unweighted_recall: 0.6137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.928, kappa: 0.2762, kb_relative_information_score: -0.2101, mean_absolute_error: 0.088, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9436, number_of_instances: 2534, precision: 0.932, predictive_accuracy: 0.9436, prior_entropy: 0.3398, relative_absolute_error: 0.742, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.8431, unweighted_recall: 0.591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.92, f_measure: 0.9234, kappa: 0.2198, kb_relative_information_score: -0.1985, mean_absolute_error: 0.0884, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9416, number_of_instances: 2534, precision: 0.9282, predictive_accuracy: 0.9416, prior_entropy: 0.3398, relative_absolute_error: 0.7456, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.8433, unweighted_recall: 0.5696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9168, f_measure: 0.9333, kappa: 0.338, kb_relative_information_score: -0.1679, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9463, number_of_instances: 2534, precision: 0.937, predictive_accuracy: 0.9463, prior_entropy: 0.3398, relative_absolute_error: 0.7218, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2027, root_relative_squared_error: 0.8333, unweighted_recall: 0.6158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.9322, kappa: 0.3404, kb_relative_information_score: -0.2061, mean_absolute_error: 0.0861, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9436, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9436, prior_entropy: 0.3398, relative_absolute_error: 0.7257, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.8541, unweighted_recall: 0.6231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9176, f_measure: 0.9151, kappa: 0.1084, kb_relative_information_score: -0.2304, mean_absolute_error: 0.0928, mean_prior_absolute_error: 0.1186, weighted_recall: 0.94, number_of_instances: 2534, precision: 0.9338, predictive_accuracy: 0.94, prior_entropy: 0.3398, relative_absolute_error: 0.7828, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2083, root_relative_squared_error: 0.8563, unweighted_recall: 0.5308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9235, f_measure: 0.9264, kappa: 0.2547, kb_relative_information_score: -0.1714, mean_absolute_error: 0.0871, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9432, number_of_instances: 2534, precision: 0.9318, predictive_accuracy: 0.9432, prior_entropy: 0.3398, relative_absolute_error: 0.7343, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.8336, unweighted_recall: 0.5821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9059, f_measure: 0.9256, kappa: 0.2572, kb_relative_information_score: -0.2218, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9408, number_of_instances: 2534, precision: 0.9256, predictive_accuracy: 0.9408, prior_entropy: 0.3398, relative_absolute_error: 0.7523, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.8569, unweighted_recall: 0.5866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.9264, kappa: 0.2547, kb_relative_information_score: -0.1889, mean_absolute_error: 0.0887, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9432, number_of_instances: 2534, precision: 0.9318, predictive_accuracy: 0.9432, prior_entropy: 0.3398, relative_absolute_error: 0.7481, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2047, root_relative_squared_error: 0.8417, unweighted_recall: 0.5821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9039, f_measure: 0.9328, kappa: 0.3409, kb_relative_information_score: -0.2115, mean_absolute_error: 0.086, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9448, number_of_instances: 2534, precision: 0.9335, predictive_accuracy: 0.9448, prior_entropy: 0.3398, relative_absolute_error: 0.725, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.208, root_relative_squared_error: 0.8551, unweighted_recall: 0.6208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9154, f_measure: 0.9299, kappa: 0.2921, kb_relative_information_score: -0.2168, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9455, number_of_instances: 2534, precision: 0.9373, predictive_accuracy: 0.9455, prior_entropy: 0.3398, relative_absolute_error: 0.7428, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.8404, unweighted_recall: 0.595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9049, f_measure: 0.9326, kappa: 0.3339, kb_relative_information_score: -0.2019, mean_absolute_error: 0.0863, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9455, number_of_instances: 2534, precision: 0.9352, predictive_accuracy: 0.9455, prior_entropy: 0.3398, relative_absolute_error: 0.7277, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2061, root_relative_squared_error: 0.8473, unweighted_recall: 0.6154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.9292, kappa: 0.2838, kb_relative_information_score: -0.1875, mean_absolute_error: 0.0876, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9451, number_of_instances: 2534, precision: 0.9366, predictive_accuracy: 0.9451, prior_entropy: 0.3398, relative_absolute_error: 0.7386, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2036, root_relative_squared_error: 0.8369, unweighted_recall: 0.5919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.9303, kappa: 0.3088, kb_relative_information_score: -0.1624, mean_absolute_error: 0.0858, mean_prior_absolute_error: 0.1186, weighted_recall: 0.944, number_of_instances: 2534, precision: 0.9322, predictive_accuracy: 0.944, prior_entropy: 0.3398, relative_absolute_error: 0.723, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.8409, unweighted_recall: 0.6058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9108, kb_relative_information_score: -0.3012, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9369, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, relative_absolute_error: 0.8134, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.213, root_relative_squared_error: 0.8758, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.9275, kappa: 0.2838, kb_relative_information_score: -0.2077, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9412, number_of_instances: 2534, precision: 0.9267, predictive_accuracy: 0.9412, prior_entropy: 0.3398, relative_absolute_error: 0.7483, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.8578, unweighted_recall: 0.5985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.9292, kappa: 0.2838, kb_relative_information_score: -0.1942, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9451, number_of_instances: 2534, precision: 0.9366, predictive_accuracy: 0.9451, prior_entropy: 0.3398, relative_absolute_error: 0.753, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.842, unweighted_recall: 0.5919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9232, f_measure: 0.9261, kappa: 0.2529, kb_relative_information_score: -0.1949, mean_absolute_error: 0.088, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9428, number_of_instances: 2534, precision: 0.9306, predictive_accuracy: 0.9428, prior_entropy: 0.3398, relative_absolute_error: 0.7421, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2039, root_relative_squared_error: 0.8382, unweighted_recall: 0.5818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9242, f_measure: 0.9219, kappa: 0.1932, kb_relative_information_score: -0.2137, mean_absolute_error: 0.0897, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9424, number_of_instances: 2534, precision: 0.9342, predictive_accuracy: 0.9424, prior_entropy: 0.3398, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2058, root_relative_squared_error: 0.8461, unweighted_recall: 0.5583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.9252, kappa: 0.2392, kb_relative_information_score: -0.2039, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9428, number_of_instances: 2534, precision: 0.9313, predictive_accuracy: 0.9428, prior_entropy: 0.3398, relative_absolute_error: 0.7395, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2062, root_relative_squared_error: 0.8479, unweighted_recall: 0.576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9178, f_measure: 0.9211, kappa: 0.1838, kb_relative_information_score: -0.2015, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.1186, weighted_recall: 0.942, number_of_instances: 2534, precision: 0.9333, predictive_accuracy: 0.942, prior_entropy: 0.3398, relative_absolute_error: 0.7576, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.8494, unweighted_recall: 0.5552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9102, f_measure: 0.9301, kappa: 0.3108, kb_relative_information_score: -0.2501, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9432, number_of_instances: 2534, precision: 0.9306, predictive_accuracy: 0.9432, prior_entropy: 0.3398, relative_absolute_error: 0.7577, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.8494, unweighted_recall: 0.6083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.9333, kappa: 0.338, kb_relative_information_score: -0.1594, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9463, number_of_instances: 2534, precision: 0.937, predictive_accuracy: 0.9463, prior_entropy: 0.3398, relative_absolute_error: 0.7124, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2021, root_relative_squared_error: 0.8309, unweighted_recall: 0.6158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9122, f_measure: 0.9282, kappa: 0.2851, kb_relative_information_score: -0.1885, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9428, number_of_instances: 2534, precision: 0.9298, predictive_accuracy: 0.9428, prior_entropy: 0.3398, relative_absolute_error: 0.7425, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2052, root_relative_squared_error: 0.8436, unweighted_recall: 0.5964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, f_measure: 0.9164, kappa: 0.1263, kb_relative_information_score: -0.2194, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.1186, weighted_recall: 0.94, number_of_instances: 2534, precision: 0.9291, predictive_accuracy: 0.94, prior_entropy: 0.3398, relative_absolute_error: 0.7753, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.8547, unweighted_recall: 0.5367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9118, f_measure: 0.9302, kappa: 0.3048, kb_relative_information_score: -0.2336, mean_absolute_error: 0.089, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9444, number_of_instances: 2534, precision: 0.9332, predictive_accuracy: 0.9444, prior_entropy: 0.3398, relative_absolute_error: 0.75, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2054, root_relative_squared_error: 0.8445, unweighted_recall: 0.6031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.913, f_measure: 0.9092, kappa: 0.0346, kb_relative_information_score: -0.2764, mean_absolute_error: 0.096, mean_prior_absolute_error: 0.1186, weighted_recall: 0.938, number_of_instances: 2534, precision: 0.9419, predictive_accuracy: 0.938, prior_entropy: 0.3398, relative_absolute_error: 0.8092, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.8692, unweighted_recall: 0.5094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9172, f_measure: 0.9333, kappa: 0.338, kb_relative_information_score: -0.1793, mean_absolute_error: 0.0858, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9463, number_of_instances: 2534, precision: 0.937, predictive_accuracy: 0.9463, prior_entropy: 0.3398, relative_absolute_error: 0.7237, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2038, root_relative_squared_error: 0.8377, unweighted_recall: 0.6158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9219, f_measure: 0.9234, kappa: 0.2198, kb_relative_information_score: -0.1662, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9416, number_of_instances: 2534, precision: 0.9282, predictive_accuracy: 0.9416, prior_entropy: 0.3398, relative_absolute_error: 0.7328, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.204, root_relative_squared_error: 0.8387, unweighted_recall: 0.5696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9103, f_measure: 0.9138, kappa: 0.0955, kb_relative_information_score: -0.2386, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9388, number_of_instances: 2534, precision: 0.9245, predictive_accuracy: 0.9388, prior_entropy: 0.3398, relative_absolute_error: 0.7941, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.8614, unweighted_recall: 0.5273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.92, f_measure: 0.9232, kappa: 0.2102, kb_relative_information_score: -0.2228, mean_absolute_error: 0.0902, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9428, number_of_instances: 2534, precision: 0.934, predictive_accuracy: 0.9428, prior_entropy: 0.3398, relative_absolute_error: 0.7601, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2057, root_relative_squared_error: 0.8457, unweighted_recall: 0.5644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9057, f_measure: 0.9265, kappa: 0.2515, kb_relative_information_score: -0.2881, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.1186, weighted_recall: 0.944, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.944, prior_entropy: 0.3398, relative_absolute_error: 0.7806, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.8508, unweighted_recall: 0.5796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9138, f_measure: 0.9327, kappa: 0.3375, kb_relative_information_score: -0.1946, mean_absolute_error: 0.086, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9451, number_of_instances: 2534, precision: 0.9343, predictive_accuracy: 0.9451, prior_entropy: 0.3398, relative_absolute_error: 0.7251, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.8409, unweighted_recall: 0.6181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9134, f_measure: 0.9284, kappa: 0.2754, kb_relative_information_score: -0.2317, mean_absolute_error: 0.0896, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9448, number_of_instances: 2534, precision: 0.9359, predictive_accuracy: 0.9448, prior_entropy: 0.3398, relative_absolute_error: 0.7555, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2052, root_relative_squared_error: 0.8437, unweighted_recall: 0.5887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.9267, kappa: 0.2565, kb_relative_information_score: -0.2583, mean_absolute_error: 0.0923, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9436, number_of_instances: 2534, precision: 0.933, predictive_accuracy: 0.9436, prior_entropy: 0.3398, relative_absolute_error: 0.7785, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2059, root_relative_squared_error: 0.8464, unweighted_recall: 0.5823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9232, f_measure: 0.9256, kappa: 0.2461, kb_relative_information_score: -0.1615, mean_absolute_error: 0.0867, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9428, number_of_instances: 2534, precision: 0.931, predictive_accuracy: 0.9428, prior_entropy: 0.3398, relative_absolute_error: 0.7311, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2039, root_relative_squared_error: 0.8382, unweighted_recall: 0.5789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9194, f_measure: 0.9283, kappa: 0.2706, kb_relative_information_score: -0.2194, mean_absolute_error: 0.0886, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9451, number_of_instances: 2534, precision: 0.9379, predictive_accuracy: 0.9451, prior_entropy: 0.3398, relative_absolute_error: 0.7473, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2059, root_relative_squared_error: 0.8465, unweighted_recall: 0.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, f_measure: 0.9133, kappa: 0.0873, kb_relative_information_score: -0.2339, mean_absolute_error: 0.0929, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9392, number_of_instances: 2534, precision: 0.931, predictive_accuracy: 0.9392, prior_entropy: 0.3398, relative_absolute_error: 0.7833, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2094, root_relative_squared_error: 0.8611, unweighted_recall: 0.5246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9218, f_measure: 0.9298, kappa: 0.2987, kb_relative_information_score: -0.1614, mean_absolute_error: 0.0858, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9444, number_of_instances: 2534, precision: 0.9334, predictive_accuracy: 0.9444, prior_entropy: 0.3398, relative_absolute_error: 0.7232, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.202, root_relative_squared_error: 0.8307, unweighted_recall: 0.6002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9108, f_measure: 0.9192, kappa: 0.163, kb_relative_information_score: -0.2241, mean_absolute_error: 0.0918, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9408, number_of_instances: 2534, precision: 0.9291, predictive_accuracy: 0.9408, prior_entropy: 0.3398, relative_absolute_error: 0.7741, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.8568, unweighted_recall: 0.5487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9178, f_measure: 0.9242, kappa: 0.225, kb_relative_information_score: -0.2242, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9428, number_of_instances: 2534, precision: 0.9324, predictive_accuracy: 0.9428, prior_entropy: 0.3398, relative_absolute_error: 0.751, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2058, root_relative_squared_error: 0.8463, unweighted_recall: 0.5702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9076, kb_relative_information_score: -0.3172, mean_absolute_error: 0.0978, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9369, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, relative_absolute_error: 0.8242, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.8829, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9196, f_measure: 0.9312, kappa: 0.3146, kb_relative_information_score: -0.1661, mean_absolute_error: 0.0859, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9451, number_of_instances: 2534, precision: 0.9348, predictive_accuracy: 0.9451, prior_entropy: 0.3398, relative_absolute_error: 0.724, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2024, root_relative_squared_error: 0.8321, unweighted_recall: 0.6064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9131, kb_relative_information_score: -0.2949, mean_absolute_error: 0.0959, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9369, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, relative_absolute_error: 0.8082, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2126, root_relative_squared_error: 0.8742, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9195, f_measure: 0.9296, kappa: 0.2902, kb_relative_information_score: -0.1966, mean_absolute_error: 0.0882, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9451, number_of_instances: 2534, precision: 0.9361, predictive_accuracy: 0.9451, prior_entropy: 0.3398, relative_absolute_error: 0.7438, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2036, root_relative_squared_error: 0.837, unweighted_recall: 0.5948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.917, f_measure: 0.9285, kappa: 0.2869, kb_relative_information_score: -0.2316, mean_absolute_error: 0.0895, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9432, number_of_instances: 2534, precision: 0.9307, predictive_accuracy: 0.9432, prior_entropy: 0.3398, relative_absolute_error: 0.7549, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.8424, unweighted_recall: 0.5966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.9205, kappa: 0.1758, kb_relative_information_score: -0.2002, mean_absolute_error: 0.0895, mean_prior_absolute_error: 0.1186, weighted_recall: 0.942, number_of_instances: 2534, precision: 0.9347, predictive_accuracy: 0.942, prior_entropy: 0.3398, relative_absolute_error: 0.7543, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.849, unweighted_recall: 0.5523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9178, f_measure: 0.9265, kappa: 0.2515, kb_relative_information_score: -0.2253, mean_absolute_error: 0.0898, mean_prior_absolute_error: 0.1186, weighted_recall: 0.944, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.944, prior_entropy: 0.3398, relative_absolute_error: 0.7574, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2052, root_relative_squared_error: 0.8438, unweighted_recall: 0.5796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9138, f_measure: 0.9122, kappa: 0.0755, kb_relative_information_score: -0.256, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9384, number_of_instances: 2534, precision: 0.9243, predictive_accuracy: 0.9384, prior_entropy: 0.3398, relative_absolute_error: 0.7904, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.8644, unweighted_recall: 0.5212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.925, kappa: 0.2339, kb_relative_information_score: -0.1937, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9432, number_of_instances: 2534, precision: 0.9333, predictive_accuracy: 0.9432, prior_entropy: 0.3398, relative_absolute_error: 0.7613, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2056, root_relative_squared_error: 0.8453, unweighted_recall: 0.5733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9136, f_measure: 0.9191, kappa: 0.1578, kb_relative_information_score: -0.2703, mean_absolute_error: 0.0915, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9416, number_of_instances: 2534, precision: 0.9355, predictive_accuracy: 0.9416, prior_entropy: 0.3398, relative_absolute_error: 0.7714, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.8598, unweighted_recall: 0.5462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.915, f_measure: 0.9224, kappa: 0.2009, kb_relative_information_score: -0.2485, mean_absolute_error: 0.0928, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9424, number_of_instances: 2534, precision: 0.9331, predictive_accuracy: 0.9424, prior_entropy: 0.3398, relative_absolute_error: 0.7828, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.8494, unweighted_recall: 0.5612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9234, f_measure: 0.924, kappa: 0.2194, kb_relative_information_score: -0.182, mean_absolute_error: 0.0882, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9432, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.9432, prior_entropy: 0.3398, relative_absolute_error: 0.744, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2043, root_relative_squared_error: 0.84, unweighted_recall: 0.5675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, kb_relative_information_score: -0.3734, mean_absolute_error: 0.1018, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9369, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, relative_absolute_error: 0.8582, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2201, root_relative_squared_error: 0.905, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9096, kb_relative_information_score: -0.3095, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9369, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, relative_absolute_error: 0.8201, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2139, root_relative_squared_error: 0.8795, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.921, f_measure: 0.9274, kappa: 0.265, kb_relative_information_score: -0.1977, mean_absolute_error: 0.0882, mean_prior_absolute_error: 0.1186, weighted_recall: 0.944, number_of_instances: 2534, precision: 0.9338, predictive_accuracy: 0.944, prior_entropy: 0.3398, relative_absolute_error: 0.7434, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8377, unweighted_recall: 0.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9125, f_measure: 0.9319, kappa: 0.3225, kb_relative_information_score: -0.2121, mean_absolute_error: 0.0884, mean_prior_absolute_error: 0.1186, weighted_recall: 0.9455, number_of_instances: 2534, precision: 0.9356, predictive_accuracy: 0.9455, prior_entropy: 0.3398, relative_absolute_error: 0.7455, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2055, root_relative_squared_error: 0.8448, unweighted_recall: 0.6096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9167, f_measure: 0.9269, kappa: 0.2583, kb_relative_information_score: -0.2136, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.1186, weighted_recall: 0.944, number_of_instances: 2534, precision: 0.9343, predictive_accuracy: 0.944, prior_entropy: 0.3398, relative_absolute_error: 0.7486, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2054, root_relative_squared_error: 0.8445, unweighted_recall: 0.5825,

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