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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94952 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9234, f_measure: 0.9338, kappa: 0.363, kb_relative_information_score: 0.2793, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9326, predictive_accuracy: 0.944, prior_entropy: 0.3398, recall: 0.944, relative_absolute_error: 0.5033, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.216, root_relative_squared_error: 0.8883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5044, f_measure: 0.9064, kappa: 0.0154, kb_relative_information_score: 0.2102, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8897, predictive_accuracy: 0.9341, prior_entropy: 0.3398, recall: 0.9341, relative_absolute_error: 0.5556, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2567, root_relative_squared_error: 1.0555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9192, f_measure: 0.9331, kappa: 0.3463, kb_relative_information_score: 0.3228, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9335, predictive_accuracy: 0.9448, prior_entropy: 0.3398, recall: 0.9448, relative_absolute_error: 0.4789, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2262, root_relative_squared_error: 0.9299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5388, f_measure: 0.8961, kappa: 0.0847, kb_relative_information_score: -0.1918, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8918, predictive_accuracy: 0.9006, prior_entropy: 0.3398, recall: 0.9006, relative_absolute_error: 0.8384, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3154, root_relative_squared_error: 1.2966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9134, f_measure: 0.9311, kappa: 0.324, kb_relative_information_score: 0.1862, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9313, predictive_accuracy: 0.9436, prior_entropy: 0.3398, recall: 0.9436, relative_absolute_error: 0.5725, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.9334, kappa: 0.3483, kb_relative_information_score: 0.3219, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9342, predictive_accuracy: 0.9451, prior_entropy: 0.3398, recall: 0.9451, relative_absolute_error: 0.4776, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.912, f_measure: 0.9341, kappa: 0.3557, kb_relative_information_score: 0.1345, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.9455, prior_entropy: 0.3398, recall: 0.9455, relative_absolute_error: 0.5908, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.8642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.8651, kappa: 0.0001, kb_relative_information_score: -0.8018, mean_absolute_error: 0.1504, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8817, predictive_accuracy: 0.8496, prior_entropy: 0.3398, recall: 0.8496, relative_absolute_error: 1.2676, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3878, root_relative_squared_error: 1.5943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9137, f_measure: 0.9302, kappa: 0.3146, kb_relative_information_score: 0.035, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9299, predictive_accuracy: 0.9428, prior_entropy: 0.3398, recall: 0.9428, relative_absolute_error: 0.6719, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.8521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9135, f_measure: 0.9326, kappa: 0.3551, kb_relative_information_score: 0.2594, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9304, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.5096, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2213, root_relative_squared_error: 0.9099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9188, f_measure: 0.9298, kappa: 0.3252, kb_relative_information_score: 0.0529, mean_absolute_error: 0.075, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.927, predictive_accuracy: 0.9404, prior_entropy: 0.3398, recall: 0.9404, relative_absolute_error: 0.6325, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.8707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9121, f_measure: 0.9329, kappa: 0.3476, kb_relative_information_score: 0.2669, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9322, predictive_accuracy: 0.944, prior_entropy: 0.3398, recall: 0.944, relative_absolute_error: 0.5036, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.221, root_relative_squared_error: 0.9085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.916, f_measure: 0.9342, kappa: 0.3736, kb_relative_information_score: 0.2814, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.932, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.498, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.9307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9243, f_measure: 0.9335, kappa: 0.3548, kb_relative_information_score: 0.3323, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.933, predictive_accuracy: 0.9444, prior_entropy: 0.3398, recall: 0.9444, relative_absolute_error: 0.4706, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9076, f_measure: 0.9321, kappa: 0.3602, kb_relative_information_score: 0.0244, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9288, predictive_accuracy: 0.9404, prior_entropy: 0.3398, recall: 0.9404, relative_absolute_error: 0.6334, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2174, root_relative_squared_error: 0.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.51, f_measure: 0.8642, kappa: 0.0153, kb_relative_information_score: -0.8397, mean_absolute_error: 0.1535, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8836, predictive_accuracy: 0.8465, prior_entropy: 0.3398, recall: 0.8465, relative_absolute_error: 1.2943, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3918, root_relative_squared_error: 1.6109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.921, f_measure: 0.9332, kappa: 0.359, kb_relative_information_score: 0.2918, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.492, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.9298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9164, f_measure: 0.9339, kappa: 0.3659, kb_relative_information_score: 0.2807, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9322, predictive_accuracy: 0.9436, prior_entropy: 0.3398, recall: 0.9436, relative_absolute_error: 0.4923, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.9296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.923, f_measure: 0.933, kappa: 0.3359, kb_relative_information_score: 0.2386, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9361, predictive_accuracy: 0.9459, prior_entropy: 0.3398, recall: 0.9459, relative_absolute_error: 0.5372, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.8639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5044, f_measure: 0.9068, kappa: 0.0171, kb_relative_information_score: 0.2183, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8923, predictive_accuracy: 0.9349, prior_entropy: 0.3398, recall: 0.9349, relative_absolute_error: 0.5494, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2542, root_relative_squared_error: 1.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8963, f_measure: 0.92, kappa: 0.1775, kb_relative_information_score: -0.2226, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9259, predictive_accuracy: 0.9404, prior_entropy: 0.3398, recall: 0.9404, relative_absolute_error: 0.7882, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2136, root_relative_squared_error: 0.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.9265, kappa: 0.2987, kb_relative_information_score: 0.0396, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9223, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.6346, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2215, root_relative_squared_error: 0.9107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9105, f_measure: 0.9268, kappa: 0.2613, kb_relative_information_score: -0.084, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.7332, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.8498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.875, f_measure: 0.9296, kappa: 0.3301, kb_relative_information_score: 0.2128, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9261, predictive_accuracy: 0.9392, prior_entropy: 0.3398, recall: 0.9392, relative_absolute_error: 0.536, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2359, root_relative_squared_error: 0.9699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.9192, kappa: 0.1681, kb_relative_information_score: -0.174, mean_absolute_error: 0.093, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9247, predictive_accuracy: 0.94, prior_entropy: 0.3398, recall: 0.94, relative_absolute_error: 0.7843, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.8739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8708, f_measure: 0.9234, kappa: 0.2557, kb_relative_information_score: -0.2611, mean_absolute_error: 0.0909, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9189, predictive_accuracy: 0.9361, prior_entropy: 0.3398, recall: 0.9361, relative_absolute_error: 0.7662, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2274, root_relative_squared_error: 0.9348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.925, f_measure: 0.9322, kappa: 0.3404, kb_relative_information_score: 0.3043, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9436, prior_entropy: 0.3398, recall: 0.9436, relative_absolute_error: 0.4878, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.217, root_relative_squared_error: 0.8922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.907, f_measure: 0.9292, kappa: 0.3216, kb_relative_information_score: -0.0024, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.926, predictive_accuracy: 0.9396, prior_entropy: 0.3398, recall: 0.9396, relative_absolute_error: 0.6532, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2168, root_relative_squared_error: 0.8914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.9366, kappa: 0.3844, kb_relative_information_score: 0.0683, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9376, predictive_accuracy: 0.9471, prior_entropy: 0.3398, recall: 0.9471, relative_absolute_error: 0.6299, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2046, root_relative_squared_error: 0.8413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9182, f_measure: 0.9319, kappa: 0.335, kb_relative_information_score: 0.2877, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9436, prior_entropy: 0.3398, recall: 0.9436, relative_absolute_error: 0.4944, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2243, root_relative_squared_error: 0.9222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9049, f_measure: 0.93, kappa: 0.3201, kb_relative_information_score: -0.0396, mean_absolute_error: 0.0792, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9282, predictive_accuracy: 0.9416, prior_entropy: 0.3398, recall: 0.9416, relative_absolute_error: 0.6679, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.8824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9235, f_measure: 0.931, kappa: 0.3327, kb_relative_information_score: 0.0804, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9291, predictive_accuracy: 0.942, prior_entropy: 0.3398, recall: 0.942, relative_absolute_error: 0.6282, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.9344, kappa: 0.3609, kb_relative_information_score: 0.3281, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.9455, prior_entropy: 0.3398, recall: 0.9455, relative_absolute_error: 0.473, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.9177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9016, f_measure: 0.9227, kappa: 0.2069, kb_relative_information_score: -0.1606, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9306, predictive_accuracy: 0.942, prior_entropy: 0.3398, recall: 0.942, relative_absolute_error: 0.7649, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.8733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.873, f_measure: 0.9171, kappa: 0.255, kb_relative_information_score: 0.0553, mean_absolute_error: 0.0768, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9127, predictive_accuracy: 0.9227, prior_entropy: 0.3398, recall: 0.9227, relative_absolute_error: 0.6475, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2681, root_relative_squared_error: 1.1022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.9302, kappa: 0.3183, kb_relative_information_score: -0.0076, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9293, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.6711, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2059, root_relative_squared_error: 0.8464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.9301, kappa: 0.3271, kb_relative_information_score: 0.2145, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9275, predictive_accuracy: 0.9408, prior_entropy: 0.3398, recall: 0.9408, relative_absolute_error: 0.5359, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2213, root_relative_squared_error: 0.9099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.9354, kappa: 0.3731, kb_relative_information_score: 0.3409, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9356, predictive_accuracy: 0.9459, prior_entropy: 0.3398, recall: 0.9459, relative_absolute_error: 0.4665, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2225, root_relative_squared_error: 0.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9182, f_measure: 0.9311, kappa: 0.3393, kb_relative_information_score: 0.2794, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9285, predictive_accuracy: 0.9412, prior_entropy: 0.3398, recall: 0.9412, relative_absolute_error: 0.5055, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.9285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.9316, kappa: 0.3365, kb_relative_information_score: 0.0045, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9303, predictive_accuracy: 0.9428, prior_entropy: 0.3398, recall: 0.9428, relative_absolute_error: 0.664, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.8537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.9322, kappa: 0.337, kb_relative_information_score: 0.305, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9321, predictive_accuracy: 0.944, prior_entropy: 0.3398, recall: 0.944, relative_absolute_error: 0.4869, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2272, root_relative_squared_error: 0.9343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5151, f_measure: 0.8676, kappa: 0.0519, kb_relative_information_score: -0.8075, mean_absolute_error: 0.1507, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8884, predictive_accuracy: 0.8493, prior_entropy: 0.3398, recall: 0.8493, relative_absolute_error: 1.2705, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3874, root_relative_squared_error: 1.5926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.9325, kappa: 0.3457, kb_relative_information_score: 0.008, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9316, predictive_accuracy: 0.9436, prior_entropy: 0.3398, recall: 0.9436, relative_absolute_error: 0.6605, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.206, root_relative_squared_error: 0.847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.8651, kappa: 0.0001, kb_relative_information_score: -0.8018, mean_absolute_error: 0.1504, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8817, predictive_accuracy: 0.8496, prior_entropy: 0.3398, recall: 0.8496, relative_absolute_error: 1.2676, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3878, root_relative_squared_error: 1.5943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9195, f_measure: 0.9316, kappa: 0.3398, kb_relative_information_score: 0.3002, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9299, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.4883, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.9309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.9308, kappa: 0.3221, kb_relative_information_score: 0.2762, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9306, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.5028, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.22, root_relative_squared_error: 0.9047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9099, f_measure: 0.9299, kappa: 0.3319, kb_relative_information_score: 0.1997, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9266, predictive_accuracy: 0.9396, prior_entropy: 0.3398, recall: 0.9396, relative_absolute_error: 0.5371, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.9259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9042, f_measure: 0.9323, kappa: 0.373, kb_relative_information_score: 0.1649, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9288, predictive_accuracy: 0.9392, prior_entropy: 0.3398, recall: 0.9392, relative_absolute_error: 0.5583, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.9215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9174, f_measure: 0.9348, kappa: 0.3748, kb_relative_information_score: 0.3022, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9334, predictive_accuracy: 0.9444, prior_entropy: 0.3398, recall: 0.9444, relative_absolute_error: 0.4837, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.9261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9178, f_measure: 0.9341, kappa: 0.3557, kb_relative_information_score: 0.3348, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.9455, prior_entropy: 0.3398, recall: 0.9455, relative_absolute_error: 0.4693, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.222, root_relative_squared_error: 0.9127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9105, f_measure: 0.9345, kappa: 0.3699, kb_relative_information_score: 0.0537, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9332, predictive_accuracy: 0.9444, prior_entropy: 0.3398, recall: 0.9444, relative_absolute_error: 0.6172, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.8868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9075, f_measure: 0.9326, kappa: 0.352, kb_relative_information_score: 0.2529, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9308, predictive_accuracy: 0.9428, prior_entropy: 0.3398, recall: 0.9428, relative_absolute_error: 0.5105, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.9282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, f_measure: 0.9284, kappa: 0.2826, kb_relative_information_score: 0.2113, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9318, predictive_accuracy: 0.9436, prior_entropy: 0.3398, recall: 0.9436, relative_absolute_error: 0.5714, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2144, root_relative_squared_error: 0.8815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9027, f_measure: 0.9249, kappa: 0.2374, kb_relative_information_score: -0.1472, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9301, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.7579, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.8679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8966, f_measure: 0.9183, kappa: 0.1479, kb_relative_information_score: -0.2224, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9345, predictive_accuracy: 0.9412, prior_entropy: 0.3398, recall: 0.9412, relative_absolute_error: 0.8033, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.8856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9171, f_measure: 0.9332, kappa: 0.3528, kb_relative_information_score: 0.3031, mean_absolute_error: 0.0575, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9323, predictive_accuracy: 0.944, prior_entropy: 0.3398, recall: 0.944, relative_absolute_error: 0.4848, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2275, root_relative_squared_error: 0.9353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8509, f_measure: 0.9183, kappa: 0.2427, kb_relative_information_score: 0.051, mean_absolute_error: 0.0755, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9124, predictive_accuracy: 0.9266, prior_entropy: 0.3398, recall: 0.9266, relative_absolute_error: 0.6363, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2594, root_relative_squared_error: 1.0667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9317, kappa: 0.3494, kb_relative_information_score: 0.2119, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9289, predictive_accuracy: 0.9412, prior_entropy: 0.3398, recall: 0.9412, relative_absolute_error: 0.5355, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.229, root_relative_squared_error: 0.9415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.9308, kappa: 0.3221, kb_relative_information_score: 0.2762, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9306, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.5028, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.22, root_relative_squared_error: 0.9047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.9308, kappa: 0.3221, kb_relative_information_score: 0.2762, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9306, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.5028, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.22, root_relative_squared_error: 0.9047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.544, f_measure: 0.8091, kappa: 0.0323, kb_relative_information_score: -1.9983, mean_absolute_error: 0.2494, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8879, predictive_accuracy: 0.7514, prior_entropy: 0.3398, recall: 0.7514, relative_absolute_error: 2.1024, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.4967, root_relative_squared_error: 2.0422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9031, f_measure: 0.9332, kappa: 0.362, kb_relative_information_score: 0.08, mean_absolute_error: 0.0737, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9311, predictive_accuracy: 0.9428, prior_entropy: 0.3398, recall: 0.9428, relative_absolute_error: 0.621, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.8769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.9308, kappa: 0.3221, kb_relative_information_score: 0.2762, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9306, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.5028, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.22, root_relative_squared_error: 0.9047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.9308, kappa: 0.3221, kb_relative_information_score: 0.2762, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9306, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.5028, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.22, root_relative_squared_error: 0.9047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.9308, kappa: 0.3221, kb_relative_information_score: 0.2762, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9306, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.5028, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.22, root_relative_squared_error: 0.9047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9125, f_measure: 0.9332, kappa: 0.359, kb_relative_information_score: 0.2827, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.4926, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8676, f_measure: 0.9233, kappa: 0.2732, kb_relative_information_score: -0.0916, mean_absolute_error: 0.0816, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.918, predictive_accuracy: 0.9333, prior_entropy: 0.3398, recall: 0.9333, relative_absolute_error: 0.688, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2331, root_relative_squared_error: 0.9584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9121, f_measure: 0.9304, kappa: 0.3255, kb_relative_information_score: 0.2337, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9284, predictive_accuracy: 0.9416, prior_entropy: 0.3398, recall: 0.9416, relative_absolute_error: 0.5278, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.9218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9152, f_measure: 0.9351, kappa: 0.371, kb_relative_information_score: 0.2371, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.935, predictive_accuracy: 0.9455, prior_entropy: 0.3398, recall: 0.9455, relative_absolute_error: 0.5261, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.214, root_relative_squared_error: 0.8798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8974, f_measure: 0.9326, kappa: 0.352, kb_relative_information_score: 0.1705, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9308, predictive_accuracy: 0.9428, prior_entropy: 0.3398, recall: 0.9428, relative_absolute_error: 0.5673, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.8896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9179, f_measure: 0.9322, kappa: 0.337, kb_relative_information_score: 0.3046, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9321, predictive_accuracy: 0.944, prior_entropy: 0.3398, recall: 0.944, relative_absolute_error: 0.4826, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2259, root_relative_squared_error: 0.9288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9123, f_measure: 0.929, kappa: 0.2863, kb_relative_information_score: -0.0047, mean_absolute_error: 0.0825, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9339, predictive_accuracy: 0.9444, prior_entropy: 0.3398, recall: 0.9444, relative_absolute_error: 0.6956, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.8521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.9332, kappa: 0.359, kb_relative_information_score: 0.2712, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.5046, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2248, root_relative_squared_error: 0.9243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.9295, kappa: 0.3199, kb_relative_information_score: 0.152, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9268, predictive_accuracy: 0.9404, prior_entropy: 0.3398, recall: 0.9404, relative_absolute_error: 0.5624, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2234, root_relative_squared_error: 0.9185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.907, f_measure: 0.9283, kappa: 0.3091, kb_relative_information_score: 0.2152, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.925, predictive_accuracy: 0.9392, prior_entropy: 0.3398, recall: 0.9392, relative_absolute_error: 0.5334, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.9215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.8651, kappa: 0.0001, kb_relative_information_score: -0.8018, mean_absolute_error: 0.1504, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8817, predictive_accuracy: 0.8496, prior_entropy: 0.3398, recall: 0.8496, relative_absolute_error: 1.2676, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3878, root_relative_squared_error: 1.5943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9198, f_measure: 0.9347, kappa: 0.3629, kb_relative_information_score: 0.3384, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9356, predictive_accuracy: 0.9459, prior_entropy: 0.3398, recall: 0.9459, relative_absolute_error: 0.4695, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2231, root_relative_squared_error: 0.9171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9214, f_measure: 0.934, kappa: 0.3524, kb_relative_information_score: 0.3115, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9357, predictive_accuracy: 0.9459, prior_entropy: 0.3398, recall: 0.9459, relative_absolute_error: 0.4824, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2212, root_relative_squared_error: 0.9095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.907, f_measure: 0.9285, kappa: 0.2975, kb_relative_information_score: -0.0687, mean_absolute_error: 0.0834, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9277, predictive_accuracy: 0.9416, prior_entropy: 0.3398, recall: 0.9416, relative_absolute_error: 0.703, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2126, root_relative_squared_error: 0.8742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9083, f_measure: 0.9308, kappa: 0.3221, kb_relative_information_score: 0.1152, mean_absolute_error: 0.0728, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9306, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.6141, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.9265, kappa: 0.2671, kb_relative_information_score: -0.006, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9273, predictive_accuracy: 0.9416, prior_entropy: 0.3398, recall: 0.9416, relative_absolute_error: 0.6865, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.8574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8903, f_measure: 0.921, kappa: 0.2816, kb_relative_information_score: 0.0451, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9163, predictive_accuracy: 0.9274, prior_entropy: 0.3398, recall: 0.9274, relative_absolute_error: 0.6372, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2357, root_relative_squared_error: 0.9692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7299, f_measure: 0.9019, kappa: 0.1718, kb_relative_information_score: -0.1942, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.902, predictive_accuracy: 0.9017, prior_entropy: 0.3398, recall: 0.9017, relative_absolute_error: 0.8116, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2987, root_relative_squared_error: 1.2281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9165, f_measure: 0.9338, kappa: 0.3599, kb_relative_information_score: 0.2936, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.933, predictive_accuracy: 0.9444, prior_entropy: 0.3398, recall: 0.9444, relative_absolute_error: 0.4866, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.9166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5147, f_measure: 0.9091, kappa: 0.0409, kb_relative_information_score: 0.2373, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.907, predictive_accuracy: 0.9365, prior_entropy: 0.3398, recall: 0.9365, relative_absolute_error: 0.5362, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2511, root_relative_squared_error: 1.0325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8562, f_measure: 0.9171, kappa: 0.2219, kb_relative_information_score: -0.1912, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9105, predictive_accuracy: 0.927, prior_entropy: 0.3398, recall: 0.927, relative_absolute_error: 0.739, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2408, root_relative_squared_error: 0.9903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9175, f_measure: 0.9289, kappa: 0.3033, kb_relative_information_score: 0.2692, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9278, predictive_accuracy: 0.9416, prior_entropy: 0.3398, recall: 0.9416, relative_absolute_error: 0.5059, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5405, f_measure: 0.874, kappa: 0.0641, kb_relative_information_score: -0.6789, mean_absolute_error: 0.1401, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8897, predictive_accuracy: 0.8599, prior_entropy: 0.3398, recall: 0.8599, relative_absolute_error: 1.1811, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3743, root_relative_squared_error: 1.5389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.9311, kappa: 0.3457, kb_relative_information_score: 0.1655, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.928, predictive_accuracy: 0.9404, prior_entropy: 0.3398, recall: 0.9404, relative_absolute_error: 0.5578, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2225, root_relative_squared_error: 0.9148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9123, f_measure: 0.9286, kappa: 0.2912, kb_relative_information_score: 0.0442, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9298, predictive_accuracy: 0.9428, prior_entropy: 0.3398, recall: 0.9428, relative_absolute_error: 0.667, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.8583,

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

OpenML APIs