OpenML
Supervised Classification on mfeat-karhunen

Supervised Classification on mfeat-karhunen

Task 16 Supervised Classification mfeat-karhunen 24479 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8958, f_measure: 0.8136, kappa: 0.7917, kb_relative_information_score: 0.8039, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8181, predictive_accuracy: 0.8125, prior_entropy: 3.3219, recall: 0.8125, relative_absolute_error: 0.2083, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1936, root_relative_squared_error: 0.6455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9361, f_measure: 0.8852, kappa: 0.8722, kb_relative_information_score: 0.8797, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8868, predictive_accuracy: 0.885, prior_entropy: 3.3219, recall: 0.885, relative_absolute_error: 0.1278, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1517, root_relative_squared_error: 0.5055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9676, kappa: 0.9639, kb_relative_information_score: 0.966, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9679, predictive_accuracy: 0.9675, prior_entropy: 3.3219, recall: 0.9675, relative_absolute_error: 0.0361, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0806, root_relative_squared_error: 0.2687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.97, kappa: 0.9667, kb_relative_information_score: 0.9686, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9703, predictive_accuracy: 0.97, prior_entropy: 3.3219, recall: 0.97, relative_absolute_error: 0.0333, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0775, root_relative_squared_error: 0.2582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8658, f_measure: 0.759, kappa: 0.7317, kb_relative_information_score: 0.7474, mean_absolute_error: 0.0483, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7658, predictive_accuracy: 0.7585, prior_entropy: 3.3219, recall: 0.7585, relative_absolute_error: 0.2683, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2198, root_relative_squared_error: 0.7326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8653, f_measure: 0.8038, kappa: 0.7306, kb_relative_information_score: 0.7464, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.928, predictive_accuracy: 0.7575, prior_entropy: 3.3219, recall: 0.7575, relative_absolute_error: 0.2694, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2202, root_relative_squared_error: 0.7341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.9511, kappa: 0.9456, kb_relative_information_score: 0.9488, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9519, predictive_accuracy: 0.951, prior_entropy: 3.3219, recall: 0.951, relative_absolute_error: 0.0544, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.099, root_relative_squared_error: 0.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6206, f_measure: 0.3117, kappa: 0.2411, kb_relative_information_score: 0.2857, mean_absolute_error: 0.1366, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3258, predictive_accuracy: 0.317, prior_entropy: 3.3219, recall: 0.317, relative_absolute_error: 0.7589, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3696, root_relative_squared_error: 1.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6408, f_measure: 0.4052, kappa: 0.2817, kb_relative_information_score: 0.3239, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9134, predictive_accuracy: 0.3535, prior_entropy: 3.3219, recall: 0.3535, relative_absolute_error: 0.7183, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3596, root_relative_squared_error: 1.1986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6206, f_measure: 0.3117, kappa: 0.2411, kb_relative_information_score: 0.2857, mean_absolute_error: 0.1366, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3258, predictive_accuracy: 0.317, prior_entropy: 3.3219, recall: 0.317, relative_absolute_error: 0.7589, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3696, root_relative_squared_error: 1.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6283, f_measure: 0.3264, kappa: 0.2567, kb_relative_information_score: 0.3004, mean_absolute_error: 0.1338, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3376, predictive_accuracy: 0.331, prior_entropy: 3.3219, recall: 0.331, relative_absolute_error: 0.7433, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3658, root_relative_squared_error: 1.2193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9741, kappa: 0.9711, kb_relative_information_score: 0.9728, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9744, predictive_accuracy: 0.974, prior_entropy: 3.3219, recall: 0.974, relative_absolute_error: 0.0289, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0721, root_relative_squared_error: 0.2404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6206, f_measure: 0.3117, kappa: 0.2411, kb_relative_information_score: 0.2857, mean_absolute_error: 0.1366, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3258, predictive_accuracy: 0.317, prior_entropy: 3.3219, recall: 0.317, relative_absolute_error: 0.7589, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3696, root_relative_squared_error: 1.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6286, f_measure: 0.3257, kappa: 0.2572, kb_relative_information_score: 0.3009, mean_absolute_error: 0.1337, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3387, predictive_accuracy: 0.3315, prior_entropy: 3.3219, recall: 0.3315, relative_absolute_error: 0.7428, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3657, root_relative_squared_error: 1.2188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6206, f_measure: 0.3117, kappa: 0.2411, kb_relative_information_score: 0.2857, mean_absolute_error: 0.1366, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3258, predictive_accuracy: 0.317, prior_entropy: 3.3219, recall: 0.317, relative_absolute_error: 0.7589, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3696, root_relative_squared_error: 1.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6297, f_measure: 0.3269, kappa: 0.2594, kb_relative_information_score: 0.303, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3372, predictive_accuracy: 0.3335, prior_entropy: 3.3219, recall: 0.3335, relative_absolute_error: 0.7406, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3651, root_relative_squared_error: 1.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6311, f_measure: 0.3295, kappa: 0.2622, kb_relative_information_score: 0.3056, mean_absolute_error: 0.1328, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3407, predictive_accuracy: 0.336, prior_entropy: 3.3219, recall: 0.336, relative_absolute_error: 0.7378, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3644, root_relative_squared_error: 1.2147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6297, f_measure: 0.3269, kappa: 0.2594, kb_relative_information_score: 0.303, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3372, predictive_accuracy: 0.3335, prior_entropy: 3.3219, recall: 0.3335, relative_absolute_error: 0.7406, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3651, root_relative_squared_error: 1.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, f_measure: 0.9164, kappa: 0.9072, kb_relative_information_score: 0.9127, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9178, predictive_accuracy: 0.9165, prior_entropy: 3.3219, recall: 0.9165, relative_absolute_error: 0.0928, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1292, root_relative_squared_error: 0.4308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.9572, kappa: 0.9522, kb_relative_information_score: 0.955, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9582, predictive_accuracy: 0.957, prior_entropy: 3.3219, recall: 0.957, relative_absolute_error: 0.0478, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0927, root_relative_squared_error: 0.3091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6108, f_measure: 0.2927, kappa: 0.2217, kb_relative_information_score: 0.2674, mean_absolute_error: 0.1401, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3103, predictive_accuracy: 0.2995, prior_entropy: 3.3219, recall: 0.2995, relative_absolute_error: 0.7783, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3743, root_relative_squared_error: 1.2477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6194, f_measure: 0.3095, kappa: 0.2389, kb_relative_information_score: 0.2837, mean_absolute_error: 0.137, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3216, predictive_accuracy: 0.315, prior_entropy: 3.3219, recall: 0.315, relative_absolute_error: 0.7611, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3701, root_relative_squared_error: 1.2338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6906, f_measure: 0.4335, kappa: 0.3811, kb_relative_information_score: 0.4175, mean_absolute_error: 0.1114, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.4597, predictive_accuracy: 0.443, prior_entropy: 3.3219, recall: 0.443, relative_absolute_error: 0.6189, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3338, root_relative_squared_error: 1.1126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.9567, kappa: 0.9517, kb_relative_information_score: 0.9545, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9575, predictive_accuracy: 0.9565, prior_entropy: 3.3219, recall: 0.9565, relative_absolute_error: 0.0483, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0933, root_relative_squared_error: 0.3109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.9411, kappa: 0.9344, kb_relative_information_score: 0.9383, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9421, predictive_accuracy: 0.941, prior_entropy: 3.3219, recall: 0.941, relative_absolute_error: 0.0656, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.3621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6336, f_measure: 0.3352, kappa: 0.2672, kb_relative_information_score: 0.3103, mean_absolute_error: 0.1319, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3453, predictive_accuracy: 0.3405, prior_entropy: 3.3219, recall: 0.3405, relative_absolute_error: 0.7328, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3632, root_relative_squared_error: 1.2106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9197, f_measure: 0.8566, kappa: 0.8394, kb_relative_information_score: 0.8489, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8607, predictive_accuracy: 0.8555, prior_entropy: 3.3219, recall: 0.8555, relative_absolute_error: 0.1606, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.17, root_relative_squared_error: 0.5667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6297, f_measure: 0.3283, kappa: 0.2594, kb_relative_information_score: 0.303, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3381, predictive_accuracy: 0.3335, prior_entropy: 3.3219, recall: 0.3335, relative_absolute_error: 0.7406, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3651, root_relative_squared_error: 1.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.9572, kappa: 0.9522, kb_relative_information_score: 0.955, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9582, predictive_accuracy: 0.957, prior_entropy: 3.3219, recall: 0.957, relative_absolute_error: 0.0478, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0927, root_relative_squared_error: 0.3091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.9397, kappa: 0.9328, kb_relative_information_score: 0.9367, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9407, predictive_accuracy: 0.9395, prior_entropy: 3.3219, recall: 0.9395, relative_absolute_error: 0.0672, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.11, root_relative_squared_error: 0.3667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9631, f_measure: 0.9385, kappa: 0.9261, kb_relative_information_score: 0.9305, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9539, predictive_accuracy: 0.9335, prior_entropy: 3.3219, recall: 0.9335, relative_absolute_error: 0.0739, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1153, root_relative_squared_error: 0.3844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6036, f_measure: 0.2813, kappa: 0.2072, kb_relative_information_score: 0.2539, mean_absolute_error: 0.1427, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.2989, predictive_accuracy: 0.2865, prior_entropy: 3.3219, recall: 0.2865, relative_absolute_error: 0.7928, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3778, root_relative_squared_error: 1.2592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6108, f_measure: 0.2927, kappa: 0.2217, kb_relative_information_score: 0.2674, mean_absolute_error: 0.1401, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3103, predictive_accuracy: 0.2995, prior_entropy: 3.3219, recall: 0.2995, relative_absolute_error: 0.7783, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3743, root_relative_squared_error: 1.2477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6297, f_measure: 0.3274, kappa: 0.2594, kb_relative_information_score: 0.303, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3366, predictive_accuracy: 0.3335, prior_entropy: 3.3219, recall: 0.3335, relative_absolute_error: 0.7406, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3651, root_relative_squared_error: 1.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5922, f_measure: 0.2531, kappa: 0.1844, kb_relative_information_score: 0.2324, mean_absolute_error: 0.1468, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.273, predictive_accuracy: 0.266, prior_entropy: 3.3219, recall: 0.266, relative_absolute_error: 0.8156, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3831, root_relative_squared_error: 1.2771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6206, f_measure: 0.3117, kappa: 0.2411, kb_relative_information_score: 0.2857, mean_absolute_error: 0.1366, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3258, predictive_accuracy: 0.317, prior_entropy: 3.3219, recall: 0.317, relative_absolute_error: 0.7589, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3696, root_relative_squared_error: 1.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5089, f_measure: 0.0499, kappa: 0.0178, kb_relative_information_score: 0.0756, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.116, prior_entropy: 3.3219, recall: 0.116, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4205, root_relative_squared_error: 1.4016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9522, f_measure: 0.9139, kappa: 0.9044, kb_relative_information_score: 0.9101, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9155, predictive_accuracy: 0.914, prior_entropy: 3.3219, recall: 0.914, relative_absolute_error: 0.0956, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1311, root_relative_squared_error: 0.4372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6289, f_measure: 0.3261, kappa: 0.2578, kb_relative_information_score: 0.3014, mean_absolute_error: 0.1336, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3378, predictive_accuracy: 0.332, prior_entropy: 3.3219, recall: 0.332, relative_absolute_error: 0.7422, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3655, root_relative_squared_error: 1.2184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5089, f_measure: 0.0499, kappa: 0.0178, kb_relative_information_score: 0.0756, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.116, prior_entropy: 3.3219, recall: 0.116, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4205, root_relative_squared_error: 1.4016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6264, f_measure: 0.3226, kappa: 0.2528, kb_relative_information_score: 0.2967, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3373, predictive_accuracy: 0.3275, prior_entropy: 3.3219, recall: 0.3275, relative_absolute_error: 0.7472, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3667, root_relative_squared_error: 1.2225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.982, kappa: 0.98, kb_relative_information_score: 0.9812, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9821, predictive_accuracy: 0.982, prior_entropy: 3.3219, recall: 0.982, relative_absolute_error: 0.02, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.06, root_relative_squared_error: 0.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5089, f_measure: 0.0499, kappa: 0.0178, kb_relative_information_score: 0.0756, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.116, prior_entropy: 3.3219, recall: 0.116, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4205, root_relative_squared_error: 1.4016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.983, kappa: 0.9811, kb_relative_information_score: 0.9822, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9831, predictive_accuracy: 0.983, prior_entropy: 3.3219, recall: 0.983, relative_absolute_error: 0.0189, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0583, root_relative_squared_error: 0.1944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9706, kappa: 0.9672, kb_relative_information_score: 0.9692, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9713, predictive_accuracy: 0.9705, prior_entropy: 3.3219, recall: 0.9705, relative_absolute_error: 0.0328, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0768, root_relative_squared_error: 0.256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5078, f_measure: 0.046, kappa: 0.0156, kb_relative_information_score: 0.0735, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9101, predictive_accuracy: 0.114, prior_entropy: 3.3219, recall: 0.114, relative_absolute_error: 0.9844, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.421, root_relative_squared_error: 1.4032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9661, f_measure: 0.9395, kappa: 0.9322, kb_relative_information_score: 0.9362, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9415, predictive_accuracy: 0.939, prior_entropy: 3.3219, recall: 0.939, relative_absolute_error: 0.0678, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1105, root_relative_squared_error: 0.3682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.9582, kappa: 0.9533, kb_relative_information_score: 0.9561, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9593, predictive_accuracy: 0.958, prior_entropy: 3.3219, recall: 0.958, relative_absolute_error: 0.0467, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.3055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9835, kappa: 0.9817, kb_relative_information_score: 0.9827, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9835, predictive_accuracy: 0.9835, prior_entropy: 3.3219, recall: 0.9835, relative_absolute_error: 0.0183, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0574, root_relative_squared_error: 0.1915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5836, f_measure: 0.2244, kappa: 0.1672, kb_relative_information_score: 0.2162, mean_absolute_error: 0.1499, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.2747, predictive_accuracy: 0.2505, prior_entropy: 3.3219, recall: 0.2505, relative_absolute_error: 0.8328, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3872, root_relative_squared_error: 1.2906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.9651, kappa: 0.9606, kb_relative_information_score: 0.9629, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9676, predictive_accuracy: 0.9645, prior_entropy: 3.3219, recall: 0.9645, relative_absolute_error: 0.0394, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.2809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.9651, kappa: 0.9606, kb_relative_information_score: 0.9629, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9676, predictive_accuracy: 0.9645, prior_entropy: 3.3219, recall: 0.9645, relative_absolute_error: 0.0394, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.2809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7803, f_measure: 0.6046, kappa: 0.5606, kb_relative_information_score: 0.5864, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6096, predictive_accuracy: 0.6045, prior_entropy: 3.3219, recall: 0.6045, relative_absolute_error: 0.4394, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2812, root_relative_squared_error: 0.9375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7803, f_measure: 0.6046, kappa: 0.5606, kb_relative_information_score: 0.5864, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6096, predictive_accuracy: 0.6045, prior_entropy: 3.3219, recall: 0.6045, relative_absolute_error: 0.4394, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2812, root_relative_squared_error: 0.9375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.9551, kappa: 0.95, kb_relative_information_score: 0.9529, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9558, predictive_accuracy: 0.955, prior_entropy: 3.3219, recall: 0.955, relative_absolute_error: 0.05, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0949, root_relative_squared_error: 0.3162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.9551, kappa: 0.95, kb_relative_information_score: 0.9529, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9558, predictive_accuracy: 0.955, prior_entropy: 3.3219, recall: 0.955, relative_absolute_error: 0.05, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0949, root_relative_squared_error: 0.3162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9283, f_measure: 0.8708, kappa: 0.8567, kb_relative_information_score: 0.8651, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8781, predictive_accuracy: 0.871, prior_entropy: 3.3219, recall: 0.871, relative_absolute_error: 0.1433, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.5354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9283, f_measure: 0.8708, kappa: 0.8567, kb_relative_information_score: 0.8651, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8781, predictive_accuracy: 0.871, prior_entropy: 3.3219, recall: 0.871, relative_absolute_error: 0.1433, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.5354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.9161, kappa: 0.9067, kb_relative_information_score: 0.9122, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.917, predictive_accuracy: 0.916, prior_entropy: 3.3219, recall: 0.916, relative_absolute_error: 0.0933, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.9161, kappa: 0.9067, kb_relative_information_score: 0.9122, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.917, predictive_accuracy: 0.916, prior_entropy: 3.3219, recall: 0.916, relative_absolute_error: 0.0933, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9611, kappa: 0.9567, kb_relative_information_score: 0.9592, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9614, predictive_accuracy: 0.961, prior_entropy: 3.3219, recall: 0.961, relative_absolute_error: 0.0433, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0883, root_relative_squared_error: 0.2944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9611, kappa: 0.9567, kb_relative_information_score: 0.9592, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9614, predictive_accuracy: 0.961, prior_entropy: 3.3219, recall: 0.961, relative_absolute_error: 0.0433, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0883, root_relative_squared_error: 0.2944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9755, kappa: 0.9728, kb_relative_information_score: 0.9744, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9755, predictive_accuracy: 0.9755, prior_entropy: 3.3219, recall: 0.9755, relative_absolute_error: 0.0272, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.07, root_relative_squared_error: 0.2333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9755, kappa: 0.9728, kb_relative_information_score: 0.9744, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9755, predictive_accuracy: 0.9755, prior_entropy: 3.3219, recall: 0.9755, relative_absolute_error: 0.0272, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.07, root_relative_squared_error: 0.2333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, f_measure: 0.9258, kappa: 0.9178, kb_relative_information_score: 0.9226, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9272, predictive_accuracy: 0.926, prior_entropy: 3.3219, recall: 0.926, relative_absolute_error: 0.0822, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1217, root_relative_squared_error: 0.4055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, f_measure: 0.9258, kappa: 0.9178, kb_relative_information_score: 0.9226, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9272, predictive_accuracy: 0.926, prior_entropy: 3.3219, recall: 0.926, relative_absolute_error: 0.0822, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1217, root_relative_squared_error: 0.4055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5597, f_measure: 0.1972, kappa: 0.1194, kb_relative_information_score: 0.1712, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9112, predictive_accuracy: 0.2075, prior_entropy: 3.3219, recall: 0.2075, relative_absolute_error: 0.8806, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3981, root_relative_squared_error: 1.3271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5597, f_measure: 0.1972, kappa: 0.1194, kb_relative_information_score: 0.1712, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9112, predictive_accuracy: 0.2075, prior_entropy: 3.3219, recall: 0.2075, relative_absolute_error: 0.8806, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3981, root_relative_squared_error: 1.3271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5153, f_measure: 0.0714, kappa: 0.0306, kb_relative_information_score: 0.0876, mean_absolute_error: 0.1745, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9103, predictive_accuracy: 0.1275, prior_entropy: 3.3219, recall: 0.1275, relative_absolute_error: 0.9694, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4177, root_relative_squared_error: 1.3924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5153, f_measure: 0.0714, kappa: 0.0306, kb_relative_information_score: 0.0876, mean_absolute_error: 0.1745, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9103, predictive_accuracy: 0.1275, prior_entropy: 3.3219, recall: 0.1275, relative_absolute_error: 0.9694, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4177, root_relative_squared_error: 1.3924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5328, f_measure: 0.1235, kappa: 0.0656, kb_relative_information_score: 0.1205, mean_absolute_error: 0.1682, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9106, predictive_accuracy: 0.159, prior_entropy: 3.3219, recall: 0.159, relative_absolute_error: 0.9344, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4101, root_relative_squared_error: 1.3671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5328, f_measure: 0.1235, kappa: 0.0656, kb_relative_information_score: 0.1205, mean_absolute_error: 0.1682, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9106, predictive_accuracy: 0.159, prior_entropy: 3.3219, recall: 0.159, relative_absolute_error: 0.9344, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4101, root_relative_squared_error: 1.3671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4497, f_measure: 0.0107, kappa: -0.1006, kb_relative_information_score: -0.0358, mean_absolute_error: 0.1981, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0124, predictive_accuracy: 0.0095, prior_entropy: 3.3219, recall: 0.0095, relative_absolute_error: 1.1006, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4451, root_relative_squared_error: 1.4836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4497, f_measure: 0.0107, kappa: -0.1006, kb_relative_information_score: -0.0358, mean_absolute_error: 0.1981, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0124, predictive_accuracy: 0.0095, prior_entropy: 3.3219, recall: 0.0095, relative_absolute_error: 1.1006, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4451, root_relative_squared_error: 1.4836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9775, kappa: 0.975, kb_relative_information_score: 0.9765, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9777, predictive_accuracy: 0.9775, prior_entropy: 3.3219, recall: 0.9775, relative_absolute_error: 0.025, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0671, root_relative_squared_error: 0.2236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9775, kappa: 0.975, kb_relative_information_score: 0.9765, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9777, predictive_accuracy: 0.9775, prior_entropy: 3.3219, recall: 0.9775, relative_absolute_error: 0.025, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0671, root_relative_squared_error: 0.2236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.9403, kappa: 0.9311, kb_relative_information_score: 0.9352, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9488, predictive_accuracy: 0.938, prior_entropy: 3.3219, recall: 0.938, relative_absolute_error: 0.0689, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1114, root_relative_squared_error: 0.3712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.9403, kappa: 0.9311, kb_relative_information_score: 0.9352, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9488, predictive_accuracy: 0.938, prior_entropy: 3.3219, recall: 0.938, relative_absolute_error: 0.0689, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1114, root_relative_squared_error: 0.3712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4453, f_measure: 0.0017, kappa: -0.1094, kb_relative_information_score: -0.0442, mean_absolute_error: 0.1997, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0026, predictive_accuracy: 0.0015, prior_entropy: 3.3219, recall: 0.0015, relative_absolute_error: 1.1094, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4469, root_relative_squared_error: 1.4896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4453, f_measure: 0.0017, kappa: -0.1094, kb_relative_information_score: -0.0442, mean_absolute_error: 0.1997, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0026, predictive_accuracy: 0.0015, prior_entropy: 3.3219, recall: 0.0015, relative_absolute_error: 1.1094, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4469, root_relative_squared_error: 1.4896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9557, kappa: 0.9506, kb_relative_information_score: 0.9535, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9563, predictive_accuracy: 0.9555, prior_entropy: 3.3219, recall: 0.9555, relative_absolute_error: 0.0494, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.3145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9557, kappa: 0.9506, kb_relative_information_score: 0.9535, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9563, predictive_accuracy: 0.9555, prior_entropy: 3.3219, recall: 0.9555, relative_absolute_error: 0.0494, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.3145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.9621, kappa: 0.9578, kb_relative_information_score: 0.9603, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9623, predictive_accuracy: 0.962, prior_entropy: 3.3219, recall: 0.962, relative_absolute_error: 0.0422, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0872, root_relative_squared_error: 0.2906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.9621, kappa: 0.9578, kb_relative_information_score: 0.9603, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9623, predictive_accuracy: 0.962, prior_entropy: 3.3219, recall: 0.962, relative_absolute_error: 0.0422, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0872, root_relative_squared_error: 0.2906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9765, kappa: 0.9739, kb_relative_information_score: 0.9754, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9768, predictive_accuracy: 0.9765, prior_entropy: 3.3219, recall: 0.9765, relative_absolute_error: 0.0261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0686, root_relative_squared_error: 0.2285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9765, kappa: 0.9739, kb_relative_information_score: 0.9754, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9768, predictive_accuracy: 0.9765, prior_entropy: 3.3219, recall: 0.9765, relative_absolute_error: 0.0261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0686, root_relative_squared_error: 0.2285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8553, f_measure: 0.7885, kappa: 0.7106, kb_relative_information_score: 0.7276, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9236, predictive_accuracy: 0.7395, prior_entropy: 3.3219, recall: 0.7395, relative_absolute_error: 0.2894, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2283, root_relative_squared_error: 0.7608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8553, f_measure: 0.7885, kappa: 0.7106, kb_relative_information_score: 0.7276, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9236, predictive_accuracy: 0.7395, prior_entropy: 3.3219, recall: 0.7395, relative_absolute_error: 0.2894, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2283, root_relative_squared_error: 0.7608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7194, f_measure: 0.5691, kappa: 0.4389, kb_relative_information_score: 0.4719, mean_absolute_error: 0.101, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9155, predictive_accuracy: 0.495, prior_entropy: 3.3219, recall: 0.495, relative_absolute_error: 0.5611, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3178, root_relative_squared_error: 1.0593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7194, f_measure: 0.5691, kappa: 0.4389, kb_relative_information_score: 0.4719, mean_absolute_error: 0.101, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9155, predictive_accuracy: 0.495, prior_entropy: 3.3219, recall: 0.495, relative_absolute_error: 0.5611, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3178, root_relative_squared_error: 1.0593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.971, kappa: 0.9678, kb_relative_information_score: 0.9697, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9712, predictive_accuracy: 0.971, prior_entropy: 3.3219, recall: 0.971, relative_absolute_error: 0.0322, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0762, root_relative_squared_error: 0.2539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.971, kappa: 0.9678, kb_relative_information_score: 0.9697, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9712, predictive_accuracy: 0.971, prior_entropy: 3.3219, recall: 0.971, relative_absolute_error: 0.0322, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0762, root_relative_squared_error: 0.2539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9696, kappa: 0.9661, kb_relative_information_score: 0.9681, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9703, predictive_accuracy: 0.9695, prior_entropy: 3.3219, recall: 0.9695, relative_absolute_error: 0.0339, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.2603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9696, kappa: 0.9661, kb_relative_information_score: 0.9681, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9703, predictive_accuracy: 0.9695, prior_entropy: 3.3219, recall: 0.9695, relative_absolute_error: 0.0339, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.2603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.9564, kappa: 0.9517, kb_relative_information_score: 0.9545, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.957, predictive_accuracy: 0.9565, prior_entropy: 3.3219, recall: 0.9565, relative_absolute_error: 0.0483, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0933, root_relative_squared_error: 0.3109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.9564, kappa: 0.9517, kb_relative_information_score: 0.9545, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.957, predictive_accuracy: 0.9565, prior_entropy: 3.3219, recall: 0.9565, relative_absolute_error: 0.0483, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0933, root_relative_squared_error: 0.3109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9483, f_measure: 0.915, kappa: 0.8967, kb_relative_information_score: 0.9027, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9409, predictive_accuracy: 0.907, prior_entropy: 3.3219, recall: 0.907, relative_absolute_error: 0.1033, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1364, root_relative_squared_error: 0.4546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9483, f_measure: 0.915, kappa: 0.8967, kb_relative_information_score: 0.9027, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9409, predictive_accuracy: 0.907, prior_entropy: 3.3219, recall: 0.907, relative_absolute_error: 0.1033, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1364, root_relative_squared_error: 0.4546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9711, kappa: 0.9678, kb_relative_information_score: 0.9697, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9712, predictive_accuracy: 0.971, prior_entropy: 3.3219, recall: 0.971, relative_absolute_error: 0.0322, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0762, root_relative_squared_error: 0.2539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9711, kappa: 0.9678, kb_relative_information_score: 0.9697, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9712, predictive_accuracy: 0.971, prior_entropy: 3.3219, recall: 0.971, relative_absolute_error: 0.0322, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0762, root_relative_squared_error: 0.2539,

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

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From your own software

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

OpenML APIs