OpenML
Supervised Classification on ozone-level-8hr

Supervised Classification on ozone-level-8hr

Task 9978 Supervised Classification ozone-level-8hr 94952 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_73 study_98 study_99
Issue #Downvotes for this reason By


Metric:

94952 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9123, f_measure: 0.9308, kappa: 0.3375, kb_relative_information_score: 0.1785, mean_absolute_error: 0.0656, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.928, predictive_accuracy: 0.9408, prior_entropy: 0.3398, recall: 0.9408, relative_absolute_error: 0.5534, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2286, root_relative_squared_error: 0.9401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9094, f_measure: 0.9287, kappa: 0.2953, kb_relative_information_score: 0.2367, mean_absolute_error: 0.0645, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.929, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.5434, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.8785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9171, f_measure: 0.9325, kappa: 0.3423, kb_relative_information_score: 0.2629, mean_absolute_error: 0.06, 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: 0.5061, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2213, root_relative_squared_error: 0.9098,
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: 0.9087, f_measure: 0.9276, kappa: 0.288, kb_relative_information_score: 0.1859, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9262, predictive_accuracy: 0.9408, prior_entropy: 0.3398, recall: 0.9408, relative_absolute_error: 0.5514, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.9214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9102, f_measure: 0.9314, kappa: 0.3444, kb_relative_information_score: 0.1075, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9287, predictive_accuracy: 0.9412, prior_entropy: 0.3398, recall: 0.9412, relative_absolute_error: 0.5943, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2186, root_relative_squared_error: 0.8988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.9329, kappa: 0.3508, kb_relative_information_score: 0.0425, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9317, predictive_accuracy: 0.9436, prior_entropy: 0.3398, recall: 0.9436, relative_absolute_error: 0.6355, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2122, root_relative_squared_error: 0.8726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9134, f_measure: 0.9347, kappa: 0.366, kb_relative_information_score: 0.3142, mean_absolute_error: 0.0568, 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: 0.4785, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2216, root_relative_squared_error: 0.9111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9057, f_measure: 0.9336, kappa: 0.364, kb_relative_information_score: 0.206, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9316, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.5333, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2211, root_relative_squared_error: 0.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9076, f_measure: 0.9339, kappa: 0.3744, kb_relative_information_score: 0.2235, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9312, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.5281, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.9034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.9305, kappa: 0.3356, kb_relative_information_score: 0.1094, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9275, predictive_accuracy: 0.9404, prior_entropy: 0.3398, recall: 0.9404, relative_absolute_error: 0.5937, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2222, root_relative_squared_error: 0.9134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9013, f_measure: 0.9281, kappa: 0.3179, kb_relative_information_score: 0.082, mean_absolute_error: 0.0717, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9241, predictive_accuracy: 0.9376, prior_entropy: 0.3398, recall: 0.9376, relative_absolute_error: 0.6046, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2224, root_relative_squared_error: 0.9146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9042, f_measure: 0.9229, kappa: 0.2126, kb_relative_information_score: -0.1439, mean_absolute_error: 0.0897, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9286, predictive_accuracy: 0.9416, prior_entropy: 0.3398, recall: 0.9416, relative_absolute_error: 0.7563, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.8665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4966, f_measure: 0.8838, kappa: -0.0072, kb_relative_information_score: -0.3573, mean_absolute_error: 0.1133, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8808, predictive_accuracy: 0.8867, prior_entropy: 0.3398, recall: 0.8867, relative_absolute_error: 0.9549, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3365, root_relative_squared_error: 1.3837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, f_measure: 0.9205, kappa: 0.258, kb_relative_information_score: -0.2271, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9148, predictive_accuracy: 0.9294, prior_entropy: 0.3398, recall: 0.9294, relative_absolute_error: 0.7524, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.235, root_relative_squared_error: 0.9662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9064, f_measure: 0.9372, kappa: 0.4018, kb_relative_information_score: 0.2027, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.936, predictive_accuracy: 0.9459, prior_entropy: 0.3398, recall: 0.9459, relative_absolute_error: 0.5326, 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: 0.9034, f_measure: 0.9311, kappa: 0.3203, kb_relative_information_score: 0.2538, mean_absolute_error: 0.0607, 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: 0.5119, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2213, root_relative_squared_error: 0.9098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.9288, kappa: 0.309, kb_relative_information_score: -0.0927, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9263, predictive_accuracy: 0.9404, prior_entropy: 0.3398, recall: 0.9404, relative_absolute_error: 0.7132, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.8622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9112, f_measure: 0.9296, kappa: 0.3268, kb_relative_information_score: 0.1868, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9263, predictive_accuracy: 0.9396, prior_entropy: 0.3398, recall: 0.9396, relative_absolute_error: 0.5516, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2271, root_relative_squared_error: 0.9336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9098, f_measure: 0.9286, kappa: 0.3014, kb_relative_information_score: -0.0301, mean_absolute_error: 0.0812, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9271, predictive_accuracy: 0.9412, prior_entropy: 0.3398, recall: 0.9412, relative_absolute_error: 0.6845, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.21, root_relative_squared_error: 0.8634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.896, f_measure: 0.9267, kappa: 0.3193, kb_relative_information_score: 0.1619, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9223, predictive_accuracy: 0.9345, prior_entropy: 0.3398, recall: 0.9345, relative_absolute_error: 0.5628, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2334, root_relative_squared_error: 0.9595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7664, f_measure: 0.9087, kappa: 0.2683, kb_relative_information_score: -0.1932, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9138, predictive_accuracy: 0.9041, prior_entropy: 0.3398, recall: 0.9041, relative_absolute_error: 0.8074, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2984, root_relative_squared_error: 1.227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9093, f_measure: 0.9282, kappa: 0.2851, kb_relative_information_score: -0.0953, mean_absolute_error: 0.0851, 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: 0.7173, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.8641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.9326, kappa: 0.3551, kb_relative_information_score: 0.2205, mean_absolute_error: 0.0625, 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: 0.5271, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2243, root_relative_squared_error: 0.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9023, f_measure: 0.9294, kappa: 0.3439, kb_relative_information_score: 0.1541, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9254, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5619, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2227, root_relative_squared_error: 0.9157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9046, f_measure: 0.9296, kappa: 0.3268, kb_relative_information_score: 0.2224, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9263, predictive_accuracy: 0.9396, prior_entropy: 0.3398, recall: 0.9396, relative_absolute_error: 0.5328, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2269, root_relative_squared_error: 0.9329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5036, f_measure: 0.8135, kappa: 0.0101, kb_relative_information_score: -1.8803, mean_absolute_error: 0.2402, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8835, predictive_accuracy: 0.7597, prior_entropy: 0.3398, recall: 0.7597, relative_absolute_error: 2.0253, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.4897, root_relative_squared_error: 2.0136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9196, f_measure: 0.9316, kappa: 0.3398, kb_relative_information_score: 0.2749, mean_absolute_error: 0.0592, 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: 0.4992, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9183, f_measure: 0.9322, kappa: 0.337, kb_relative_information_score: 0.2332, mean_absolute_error: 0.0635, 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: 0.5356, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.8737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, kb_relative_information_score: -0.2806, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.9192, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2288, root_relative_squared_error: 0.9407,
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: 0.8888, f_measure: 0.9127, kappa: 0.0778, kb_relative_information_score: -0.2416, mean_absolute_error: 0.0983, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9354, predictive_accuracy: 0.9392, prior_entropy: 0.3398, recall: 0.9392, relative_absolute_error: 0.8291, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.8947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, f_measure: 0.9313, kappa: 0.3312, kb_relative_information_score: 0.2553, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9302, predictive_accuracy: 0.9428, prior_entropy: 0.3398, recall: 0.9428, relative_absolute_error: 0.5122, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2248, root_relative_squared_error: 0.9244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.92, f_measure: 0.9335, kappa: 0.3579, kb_relative_information_score: 0.3206, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9324, predictive_accuracy: 0.944, prior_entropy: 0.3398, recall: 0.944, relative_absolute_error: 0.4781, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2257, root_relative_squared_error: 0.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5142, f_measure: 0.8658, kappa: 0.0218, kb_relative_information_score: -0.8113, mean_absolute_error: 0.1511, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8845, predictive_accuracy: 0.8489, prior_entropy: 0.3398, recall: 0.8489, relative_absolute_error: 1.2743, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3888, root_relative_squared_error: 1.5985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.9216, kappa: 0.264, kb_relative_information_score: -0.0604, mean_absolute_error: 0.0801, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.916, predictive_accuracy: 0.9309, prior_entropy: 0.3398, recall: 0.9309, relative_absolute_error: 0.6756, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2387, root_relative_squared_error: 0.9816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9219, f_measure: 0.9331, kappa: 0.3463, kb_relative_information_score: 0.3299, mean_absolute_error: 0.0564, 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: 0.4757, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2237, root_relative_squared_error: 0.9197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6825, f_measure: 0.8649, kappa: 0.1286, kb_relative_information_score: -1.0339, mean_absolute_error: 0.1655, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9001, predictive_accuracy: 0.8374, prior_entropy: 0.3398, recall: 0.8374, relative_absolute_error: 1.3955, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3951, root_relative_squared_error: 1.6245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.918, f_measure: 0.9319, kappa: 0.3384, kb_relative_information_score: 0.302, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9309, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.4958, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2185, root_relative_squared_error: 0.8982,
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: 0.8935, f_measure: 0.9157, kappa: 0.1175, kb_relative_information_score: -0.2318, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9311, predictive_accuracy: 0.94, prior_entropy: 0.3398, recall: 0.94, relative_absolute_error: 0.8038, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.8842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8919, f_measure: 0.9296, kappa: 0.3334, kb_relative_information_score: 0.2381, mean_absolute_error: 0.063, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.926, predictive_accuracy: 0.9388, prior_entropy: 0.3398, recall: 0.9388, relative_absolute_error: 0.5313, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2375, root_relative_squared_error: 0.9766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9127, f_measure: 0.9288, kappa: 0.2888, kb_relative_information_score: 0.0724, mean_absolute_error: 0.0777, 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: 0.6554, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2074, root_relative_squared_error: 0.8526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8365, f_measure: 0.918, kappa: 0.2453, kb_relative_information_score: 0.0481, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9124, predictive_accuracy: 0.9258, prior_entropy: 0.3398, recall: 0.9258, relative_absolute_error: 0.6409, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2585, root_relative_squared_error: 1.0628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9152, f_measure: 0.9316, kappa: 0.3365, kb_relative_information_score: 0.2953, mean_absolute_error: 0.0585, 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: 0.4932, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2208, root_relative_squared_error: 0.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.9295, kappa: 0.307, kb_relative_information_score: 0.2696, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9291, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.5072, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.228, root_relative_squared_error: 0.9374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8206, f_measure: 0.918, kappa: 0.2414, kb_relative_information_score: 0.0415, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9121, predictive_accuracy: 0.9262, prior_entropy: 0.3398, recall: 0.9262, relative_absolute_error: 0.6418, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2598, root_relative_squared_error: 1.0683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9231, f_measure: 0.9328, kappa: 0.3443, kb_relative_information_score: 0.3386, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9328, predictive_accuracy: 0.9444, prior_entropy: 0.3398, recall: 0.9444, relative_absolute_error: 0.4727, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.224, root_relative_squared_error: 0.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9108, f_measure: 0.9339, kappa: 0.3688, kb_relative_information_score: 0.1873, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9318, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.55, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2185, root_relative_squared_error: 0.8984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9209, f_measure: 0.9344, kappa: 0.3609, kb_relative_information_score: 0.3319, mean_absolute_error: 0.0559, 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: 0.4715, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2237, root_relative_squared_error: 0.9199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8807, f_measure: 0.9348, kappa: 0.383, kb_relative_information_score: 0.2577, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9324, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.5049, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2301, root_relative_squared_error: 0.9461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5167, f_measure: 0.8653, kappa: 0.025, kb_relative_information_score: -0.8255, mean_absolute_error: 0.1523, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8849, predictive_accuracy: 0.8477, prior_entropy: 0.3398, recall: 0.8477, relative_absolute_error: 1.2843, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3903, root_relative_squared_error: 1.6047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5079, f_measure: 0.9054, kappa: 0.0258, kb_relative_information_score: 0.1582, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8883, predictive_accuracy: 0.9298, prior_entropy: 0.3398, recall: 0.9298, relative_absolute_error: 0.5922, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.265, root_relative_squared_error: 1.0897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5472, f_measure: 0.8941, kappa: 0.0969, kb_relative_information_score: -0.258, mean_absolute_error: 0.105, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8932, predictive_accuracy: 0.895, prior_entropy: 0.3398, recall: 0.895, relative_absolute_error: 0.885, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.324, root_relative_squared_error: 1.3321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9152, f_measure: 0.9344, kappa: 0.3577, kb_relative_information_score: 0.3032, mean_absolute_error: 0.0572, 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: 0.4819, 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: 0.8835, kb_relative_information_score: -0.2421, mean_absolute_error: 0.1004, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.8463, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2191, root_relative_squared_error: 0.901,
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: 0.9129, f_measure: 0.9323, kappa: 0.3319, kb_relative_information_score: 0.2518, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9344, predictive_accuracy: 0.9451, prior_entropy: 0.3398, recall: 0.9451, relative_absolute_error: 0.5299, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.8764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9219, f_measure: 0.9341, kappa: 0.3557, kb_relative_information_score: 0.346, mean_absolute_error: 0.0556, 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: 0.4687, 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: 0.9181, f_measure: 0.9328, kappa: 0.3443, kb_relative_information_score: 0.2949, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9328, predictive_accuracy: 0.9444, prior_entropy: 0.3398, recall: 0.9444, relative_absolute_error: 0.495, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.9032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8777, f_measure: 0.9179, kappa: 0.1608, kb_relative_information_score: -0.3237, mean_absolute_error: 0.0956, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.918, predictive_accuracy: 0.938, prior_entropy: 0.3398, recall: 0.938, relative_absolute_error: 0.8058, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2219, root_relative_squared_error: 0.9123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9074, f_measure: 0.9311, kappa: 0.3457, kb_relative_information_score: 0.1075, mean_absolute_error: 0.0705, 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: 0.594, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2221, root_relative_squared_error: 0.9133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9124, f_measure: 0.9307, kappa: 0.3308, kb_relative_information_score: 0.231, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9286, predictive_accuracy: 0.9416, prior_entropy: 0.3398, recall: 0.9416, relative_absolute_error: 0.528, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2251, root_relative_squared_error: 0.9256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9109, f_measure: 0.9291, kappa: 0.3145, kb_relative_information_score: 0.2105, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9266, predictive_accuracy: 0.9404, prior_entropy: 0.3398, recall: 0.9404, relative_absolute_error: 0.5383, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2273, root_relative_squared_error: 0.9344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9182, f_measure: 0.9331, kappa: 0.3463, kb_relative_information_score: 0.3135, mean_absolute_error: 0.0566, 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: 0.4775, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, f_measure: 0.9326, kappa: 0.3551, kb_relative_information_score: 0.2425, mean_absolute_error: 0.0619, 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: 0.5221, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2202, root_relative_squared_error: 0.9052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7802, kb_relative_information_score: -0.1419, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.959, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2393, root_relative_squared_error: 0.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9226, f_measure: 0.9341, kappa: 0.365, kb_relative_information_score: 0.2478, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9331, predictive_accuracy: 0.9444, prior_entropy: 0.3398, recall: 0.9444, relative_absolute_error: 0.5135, 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: 0.9142, f_measure: 0.9323, kappa: 0.3532, kb_relative_information_score: 0.0858, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9299, predictive_accuracy: 0.942, prior_entropy: 0.3398, recall: 0.942, relative_absolute_error: 0.609, 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: 0.9091, f_measure: 0.9244, kappa: 0.2304, kb_relative_information_score: -0.1139, mean_absolute_error: 0.0894, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9305, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.7537, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.8624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9219, f_measure: 0.9335, kappa: 0.3516, kb_relative_information_score: 0.351, mean_absolute_error: 0.0554, 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: 0.4673, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2234, root_relative_squared_error: 0.9186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.9319, kappa: 0.335, kb_relative_information_score: 0.2089, mean_absolute_error: 0.0635, 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: 0.5355, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.8823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9024, f_measure: 0.9327, kappa: 0.364, kb_relative_information_score: 0.2286, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9297, predictive_accuracy: 0.9412, prior_entropy: 0.3398, recall: 0.9412, relative_absolute_error: 0.5279, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2279, root_relative_squared_error: 0.9369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.917, f_measure: 0.932, kappa: 0.345, kb_relative_information_score: 0.2675, mean_absolute_error: 0.0598, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.93, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.5042, 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: 0.7153, f_measure: 0.907, kappa: 0.2494, kb_relative_information_score: -0.1732, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9115, predictive_accuracy: 0.9029, prior_entropy: 0.3398, recall: 0.9029, relative_absolute_error: 0.8151, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3042, root_relative_squared_error: 1.2509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9163, f_measure: 0.9341, kappa: 0.3588, kb_relative_information_score: 0.3006, mean_absolute_error: 0.0579, 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: 0.4877, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2222, root_relative_squared_error: 0.9135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7573, kappa: 0, kb_relative_information_score: -2.8969, mean_absolute_error: 0.3252, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8817, predictive_accuracy: 0.6748, prior_entropy: 0.3398, recall: 0.6748, relative_absolute_error: 2.7416, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.5702, root_relative_squared_error: 2.3446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9049, f_measure: 0.9326, kappa: 0.3551, kb_relative_information_score: 0.2489, mean_absolute_error: 0.0609, 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: 0.5134, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2263, root_relative_squared_error: 0.9305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8853, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -0.2681, mean_absolute_error: 0.1016, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9412, predictive_accuracy: 0.9373, prior_entropy: 0.3398, recall: 0.9373, relative_absolute_error: 0.8568, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.9064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9034, f_measure: 0.9226, kappa: 0.2149, kb_relative_information_score: -0.1412, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9247, predictive_accuracy: 0.9404, prior_entropy: 0.3398, recall: 0.9404, relative_absolute_error: 0.7531, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.8688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9099, f_measure: 0.9255, kappa: 0.2374, kb_relative_information_score: -0.1364, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9365, predictive_accuracy: 0.944, prior_entropy: 0.3398, recall: 0.944, relative_absolute_error: 0.7615, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.8618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8031, kb_relative_information_score: -0.0795, mean_absolute_error: 0.1142, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.9632, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2402, root_relative_squared_error: 0.9876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9017, f_measure: 0.9287, kappa: 0.3248, kb_relative_information_score: 0.1476, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9248, predictive_accuracy: 0.938, prior_entropy: 0.3398, recall: 0.938, relative_absolute_error: 0.5672, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.223, root_relative_squared_error: 0.9169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9074, f_measure: 0.9313, kappa: 0.3346, kb_relative_information_score: 0.2389, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9297, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.5196, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.9485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, f_measure: 0.9339, kappa: 0.3688, kb_relative_information_score: 0.2852, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9318, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.4911, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.9231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.9329, kappa: 0.3601, kb_relative_information_score: 0.2577, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9306, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.5081, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.9317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7975, kb_relative_information_score: -0.0242, mean_absolute_error: 0.1165, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.9825, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2421, root_relative_squared_error: 0.9955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9032, f_measure: 0.9326, kappa: 0.352, kb_relative_information_score: 0.3082, mean_absolute_error: 0.0581, 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: 0.4895, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.226, root_relative_squared_error: 0.9292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8475, f_measure: 0.9184, kappa: 0.2506, kb_relative_information_score: 0.0282, mean_absolute_error: 0.0767, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9129, predictive_accuracy: 0.9258, prior_entropy: 0.3398, recall: 0.9258, relative_absolute_error: 0.6464, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2599, root_relative_squared_error: 1.0684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.9336, kappa: 0.3669, kb_relative_information_score: 0.3075, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9313, predictive_accuracy: 0.9428, prior_entropy: 0.3398, recall: 0.9428, relative_absolute_error: 0.4871, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.9274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9239, f_measure: 0.9357, kappa: 0.3752, kb_relative_information_score: 0.2771, mean_absolute_error: 0.0589, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9363, predictive_accuracy: 0.9463, prior_entropy: 0.3398, recall: 0.9463, relative_absolute_error: 0.4967, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.8825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9129, f_measure: 0.9319, kappa: 0.3418, kb_relative_information_score: 0.2781, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9304, predictive_accuracy: 0.9428, prior_entropy: 0.3398, recall: 0.9428, relative_absolute_error: 0.4999, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2276, root_relative_squared_error: 0.9356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9114, f_measure: 0.9303, kappa: 0.3219, kb_relative_information_score: 0.2065, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9288, predictive_accuracy: 0.942, prior_entropy: 0.3398, recall: 0.942, relative_absolute_error: 0.5406, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2239, root_relative_squared_error: 0.9204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7825, f_measure: 0.9192, kappa: 0.2943, kb_relative_information_score: 0.049, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9167, predictive_accuracy: 0.9219, prior_entropy: 0.3398, recall: 0.9219, relative_absolute_error: 0.6537, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2665, root_relative_squared_error: 1.0956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.9332, kappa: 0.3496, kb_relative_information_score: 0.0038, mean_absolute_error: 0.0782, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9329, predictive_accuracy: 0.9444, prior_entropy: 0.3398, recall: 0.9444, relative_absolute_error: 0.6594, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2061, root_relative_squared_error: 0.8474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8624, kb_relative_information_score: -0.1097, mean_absolute_error: 0.1096, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.9237, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2297, root_relative_squared_error: 0.9443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9102, f_measure: 0.9353, kappa: 0.364, kb_relative_information_score: 0.2463, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9379, predictive_accuracy: 0.9471, prior_entropy: 0.3398, recall: 0.9471, relative_absolute_error: 0.5242, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2135, root_relative_squared_error: 0.8777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9162, f_measure: 0.9328, kappa: 0.3409, kb_relative_information_score: 0.0703, mean_absolute_error: 0.0744, 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: 0.6271, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.8538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.9322, kappa: 0.3404, kb_relative_information_score: 0.3165, mean_absolute_error: 0.0574, 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: 0.4838, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.9116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.9363, kappa: 0.3931, kb_relative_information_score: 0.3092, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9348, predictive_accuracy: 0.9451, prior_entropy: 0.3398, recall: 0.9451, relative_absolute_error: 0.4809, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.223, root_relative_squared_error: 0.9169,

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

Using your favorite machine learning environment

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

OpenML bootcamp

From your own software

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

OpenML APIs