OpenML
Supervised Classification on first-order-theorem-proving

Supervised Classification on first-order-theorem-proving

Task 9985 Supervised Classification first-order-theorem-proving 18740 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_98 study_99
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7956, f_measure: 0.5176, kappa: 0.3598, kb_relative_information_score: 2150.7478, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5107, predictive_accuracy: 0.5312, prior_entropy: 2.3005, recall: 0.5312, relative_absolute_error: 0.7329, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.9097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.789, f_measure: 0.5352, kappa: 0.3824, kb_relative_information_score: 2423.4307, mean_absolute_error: 0.1697, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5306, predictive_accuracy: 0.5417, prior_entropy: 2.3005, recall: 0.5417, relative_absolute_error: 0.6766, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3276, root_relative_squared_error: 0.9252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7815, f_measure: 0.5394, kappa: 0.3877, kb_relative_information_score: 2560.2807, mean_absolute_error: 0.1637, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5388, predictive_accuracy: 0.5409, prior_entropy: 2.3005, recall: 0.5409, relative_absolute_error: 0.6528, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3349, root_relative_squared_error: 0.9458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7965, f_measure: 0.5191, kappa: 0.3615, kb_relative_information_score: 2171.8059, mean_absolute_error: 0.1826, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5118, predictive_accuracy: 0.5317, prior_entropy: 2.3005, recall: 0.5317, relative_absolute_error: 0.7281, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3218, root_relative_squared_error: 0.9088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7952, f_measure: 0.5345, kappa: 0.3821, kb_relative_information_score: 2263.5889, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5285, predictive_accuracy: 0.5445, prior_entropy: 2.3005, recall: 0.5445, relative_absolute_error: 0.7095, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.9108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7952, f_measure: 0.5342, kappa: 0.3818, kb_relative_information_score: 2263.1029, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5283, predictive_accuracy: 0.5441, prior_entropy: 2.3005, recall: 0.5441, relative_absolute_error: 0.7097, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3226, root_relative_squared_error: 0.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.754, f_measure: 0.5445, kappa: 0.3941, kb_relative_information_score: 2619.9374, mean_absolute_error: 0.157, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5458, predictive_accuracy: 0.5445, prior_entropy: 2.3005, recall: 0.5445, relative_absolute_error: 0.6261, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3513, root_relative_squared_error: 0.9922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7984, f_measure: 0.5334, kappa: 0.3803, kb_relative_information_score: 2389.9318, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5298, predictive_accuracy: 0.5399, prior_entropy: 2.3005, recall: 0.5399, relative_absolute_error: 0.6976, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.9093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7911, f_measure: 0.5335, kappa: 0.3802, kb_relative_information_score: 2353.5684, mean_absolute_error: 0.1734, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5287, predictive_accuracy: 0.5407, prior_entropy: 2.3005, recall: 0.5407, relative_absolute_error: 0.6914, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.9213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7961, f_measure: 0.5336, kappa: 0.38, kb_relative_information_score: 2415.0007, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5304, predictive_accuracy: 0.5391, prior_entropy: 2.3005, recall: 0.5391, relative_absolute_error: 0.6926, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3233, root_relative_squared_error: 0.9131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8025, f_measure: 0.5283, kappa: 0.3732, kb_relative_information_score: 2335.2975, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5227, predictive_accuracy: 0.5387, prior_entropy: 2.3005, recall: 0.5387, relative_absolute_error: 0.711, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.9014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7958, f_measure: 0.517, kappa: 0.3589, kb_relative_information_score: 2151.4568, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5101, predictive_accuracy: 0.5306, prior_entropy: 2.3005, recall: 0.5306, relative_absolute_error: 0.7325, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.9097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7993, f_measure: 0.5338, kappa: 0.3805, kb_relative_information_score: 2367.6825, mean_absolute_error: 0.1762, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5296, predictive_accuracy: 0.5422, prior_entropy: 2.3005, recall: 0.5422, relative_absolute_error: 0.7025, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3209, root_relative_squared_error: 0.9062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7753, f_measure: 0.5458, kappa: 0.3963, kb_relative_information_score: 2529.3286, mean_absolute_error: 0.1632, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5443, predictive_accuracy: 0.5484, prior_entropy: 2.3005, recall: 0.5484, relative_absolute_error: 0.6508, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3367, root_relative_squared_error: 0.9508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7578, f_measure: 0.5486, kappa: 0.3997, kb_relative_information_score: 2629.856, mean_absolute_error: 0.1571, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5494, predictive_accuracy: 0.5489, prior_entropy: 2.3005, recall: 0.5489, relative_absolute_error: 0.6266, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3484, root_relative_squared_error: 0.9841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7998, f_measure: 0.5349, kappa: 0.3818, kb_relative_information_score: 2372.1596, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5306, predictive_accuracy: 0.5432, prior_entropy: 2.3005, recall: 0.5432, relative_absolute_error: 0.7016, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3205, root_relative_squared_error: 0.9053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.794, f_measure: 0.5307, kappa: 0.3767, kb_relative_information_score: 2283.9624, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5255, predictive_accuracy: 0.5392, prior_entropy: 2.3005, recall: 0.5392, relative_absolute_error: 0.7043, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3234, root_relative_squared_error: 0.9134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7794, f_measure: 0.5407, kappa: 0.3894, kb_relative_information_score: 2487.2922, mean_absolute_error: 0.1659, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.538, predictive_accuracy: 0.5451, prior_entropy: 2.3005, recall: 0.5451, relative_absolute_error: 0.6616, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3337, root_relative_squared_error: 0.9424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8036, f_measure: 0.5257, kappa: 0.3697, kb_relative_information_score: 2272.8884, mean_absolute_error: 0.1804, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5195, predictive_accuracy: 0.5381, prior_entropy: 2.3005, recall: 0.5381, relative_absolute_error: 0.7196, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3183, root_relative_squared_error: 0.8991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7983, f_measure: 0.5329, kappa: 0.3794, kb_relative_information_score: 2387.5044, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5292, predictive_accuracy: 0.5394, prior_entropy: 2.3005, recall: 0.5394, relative_absolute_error: 0.6979, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.322, root_relative_squared_error: 0.9093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8019, f_measure: 0.5293, kappa: 0.3746, kb_relative_information_score: 2354.067, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5243, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.7068, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3197, root_relative_squared_error: 0.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7668, f_measure: 0.5446, kappa: 0.3944, kb_relative_information_score: 2589.7371, mean_absolute_error: 0.16, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5447, predictive_accuracy: 0.5456, prior_entropy: 2.3005, recall: 0.5456, relative_absolute_error: 0.6379, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.9664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7859, f_measure: 0.5371, kappa: 0.3847, kb_relative_information_score: 2455.45, mean_absolute_error: 0.1679, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5339, predictive_accuracy: 0.5423, prior_entropy: 2.3005, recall: 0.5423, relative_absolute_error: 0.6696, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3302, root_relative_squared_error: 0.9325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.796, f_measure: 0.517, kappa: 0.3588, kb_relative_information_score: 2151.9499, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.51, predictive_accuracy: 0.5306, prior_entropy: 2.3005, recall: 0.5306, relative_absolute_error: 0.7325, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.322, root_relative_squared_error: 0.9094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7781, f_measure: 0.5399, kappa: 0.388, kb_relative_information_score: 2592.1409, mean_absolute_error: 0.1614, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5398, predictive_accuracy: 0.541, prior_entropy: 2.3005, recall: 0.541, relative_absolute_error: 0.6438, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3365, root_relative_squared_error: 0.9503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7754, f_measure: 0.5457, kappa: 0.396, kb_relative_information_score: 2525.826, mean_absolute_error: 0.1633, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5446, predictive_accuracy: 0.5479, prior_entropy: 2.3005, recall: 0.5479, relative_absolute_error: 0.6514, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3366, root_relative_squared_error: 0.9507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7785, f_measure: 0.5405, kappa: 0.3888, kb_relative_information_score: 2489.3036, mean_absolute_error: 0.1657, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5393, predictive_accuracy: 0.543, prior_entropy: 2.3005, recall: 0.543, relative_absolute_error: 0.6607, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3353, root_relative_squared_error: 0.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8056, f_measure: 0.5291, kappa: 0.3744, kb_relative_information_score: 2268.5295, mean_absolute_error: 0.181, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5229, predictive_accuracy: 0.5415, prior_entropy: 2.3005, recall: 0.5415, relative_absolute_error: 0.7217, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3177, root_relative_squared_error: 0.8972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7964, f_measure: 0.5177, kappa: 0.3599, kb_relative_information_score: 2151.7862, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5108, predictive_accuracy: 0.5312, prior_entropy: 2.3005, recall: 0.5312, relative_absolute_error: 0.7325, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7973, f_measure: 0.5189, kappa: 0.3613, kb_relative_information_score: 2172.7154, mean_absolute_error: 0.1824, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5115, predictive_accuracy: 0.5315, prior_entropy: 2.3005, recall: 0.5315, relative_absolute_error: 0.7276, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3217, root_relative_squared_error: 0.9086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7906, f_measure: 0.5329, kappa: 0.3794, kb_relative_information_score: 2375.5472, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5283, predictive_accuracy: 0.5394, prior_entropy: 2.3005, recall: 0.5394, relative_absolute_error: 0.6866, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3269, root_relative_squared_error: 0.9232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7956, f_measure: 0.5333, kappa: 0.3797, kb_relative_information_score: 2411.9218, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5303, predictive_accuracy: 0.5384, prior_entropy: 2.3005, recall: 0.5384, relative_absolute_error: 0.6933, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3234, root_relative_squared_error: 0.9133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7967, f_measure: 0.522, kappa: 0.3653, kb_relative_information_score: 2192.4768, mean_absolute_error: 0.1815, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5152, predictive_accuracy: 0.5333, prior_entropy: 2.3005, recall: 0.5333, relative_absolute_error: 0.7238, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8044, f_measure: 0.5261, kappa: 0.3703, kb_relative_information_score: 2277.1093, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.52, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.7191, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3181, root_relative_squared_error: 0.8984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7793, f_measure: 0.5447, kappa: 0.3946, kb_relative_information_score: 2504.1253, mean_absolute_error: 0.1651, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5427, predictive_accuracy: 0.5477, prior_entropy: 2.3005, recall: 0.5477, relative_absolute_error: 0.6582, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3343, root_relative_squared_error: 0.9441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7386, f_measure: 0.5535, kappa: 0.4062, kb_relative_information_score: 2634.8591, mean_absolute_error: 0.1519, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5574, predictive_accuracy: 0.5507, prior_entropy: 2.3005, recall: 0.5507, relative_absolute_error: 0.6057, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.366, root_relative_squared_error: 1.0336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7818, f_measure: 0.5419, kappa: 0.3908, kb_relative_information_score: 2480.0335, mean_absolute_error: 0.1665, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5407, predictive_accuracy: 0.5443, prior_entropy: 2.3005, recall: 0.5443, relative_absolute_error: 0.6639, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3331, root_relative_squared_error: 0.9408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7899, f_measure: 0.5372, kappa: 0.385, kb_relative_information_score: 2471.2091, mean_absolute_error: 0.1699, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.535, predictive_accuracy: 0.541, prior_entropy: 2.3005, recall: 0.541, relative_absolute_error: 0.6774, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3274, root_relative_squared_error: 0.9248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8045, f_measure: 0.5257, kappa: 0.3698, kb_relative_information_score: 2273.221, mean_absolute_error: 0.1805, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5196, predictive_accuracy: 0.5382, prior_entropy: 2.3005, recall: 0.5382, relative_absolute_error: 0.7197, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3182, root_relative_squared_error: 0.8985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7899, f_measure: 0.5362, kappa: 0.3837, kb_relative_information_score: 2465.2406, mean_absolute_error: 0.1701, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5339, predictive_accuracy: 0.5399, prior_entropy: 2.3005, recall: 0.5399, relative_absolute_error: 0.6783, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.9251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7944, f_measure: 0.5313, kappa: 0.3774, kb_relative_information_score: 2314.1379, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5259, predictive_accuracy: 0.5402, prior_entropy: 2.3005, recall: 0.5402, relative_absolute_error: 0.6979, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.9146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7901, f_measure: 0.5333, kappa: 0.3799, kb_relative_information_score: 2372.2948, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5287, predictive_accuracy: 0.5397, prior_entropy: 2.3005, recall: 0.5397, relative_absolute_error: 0.6869, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3271, root_relative_squared_error: 0.924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7826, f_measure: 0.5416, kappa: 0.3904, kb_relative_information_score: 2485.0141, mean_absolute_error: 0.1662, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5399, predictive_accuracy: 0.5448, prior_entropy: 2.3005, recall: 0.5448, relative_absolute_error: 0.6626, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3326, root_relative_squared_error: 0.9394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7932, f_measure: 0.5311, kappa: 0.3771, kb_relative_information_score: 2311.9502, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5257, predictive_accuracy: 0.5399, prior_entropy: 2.3005, recall: 0.5399, relative_absolute_error: 0.6989, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3242, root_relative_squared_error: 0.9157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7801, f_measure: 0.5407, kappa: 0.3894, kb_relative_information_score: 2486.9632, mean_absolute_error: 0.1659, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.538, predictive_accuracy: 0.5451, prior_entropy: 2.3005, recall: 0.5451, relative_absolute_error: 0.6617, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3337, root_relative_squared_error: 0.9426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7809, f_measure: 0.5398, kappa: 0.3882, kb_relative_information_score: 2503.0814, mean_absolute_error: 0.165, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5379, predictive_accuracy: 0.5427, prior_entropy: 2.3005, recall: 0.5427, relative_absolute_error: 0.6581, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3337, root_relative_squared_error: 0.9424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7764, f_measure: 0.5401, kappa: 0.3886, kb_relative_information_score: 2584.7338, mean_absolute_error: 0.1613, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5396, predictive_accuracy: 0.541, prior_entropy: 2.3005, recall: 0.541, relative_absolute_error: 0.6432, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3391, root_relative_squared_error: 0.9578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7596, f_measure: 0.5491, kappa: 0.4002, kb_relative_information_score: 2681.0076, mean_absolute_error: 0.1548, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5522, predictive_accuracy: 0.5471, prior_entropy: 2.3005, recall: 0.5471, relative_absolute_error: 0.6173, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.35, root_relative_squared_error: 0.9884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7959, f_measure: 0.5149, kappa: 0.3564, kb_relative_information_score: 2111.7628, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5076, predictive_accuracy: 0.5307, prior_entropy: 2.3005, recall: 0.5307, relative_absolute_error: 0.7406, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3216, root_relative_squared_error: 0.9084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7832, f_measure: 0.5387, kappa: 0.3865, kb_relative_information_score: 2464.4937, mean_absolute_error: 0.1673, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5367, predictive_accuracy: 0.542, prior_entropy: 2.3005, recall: 0.542, relative_absolute_error: 0.667, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3323, root_relative_squared_error: 0.9386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7424, f_measure: 0.5483, kappa: 0.3992, kb_relative_information_score: 2647.3167, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5561, predictive_accuracy: 0.5432, prior_entropy: 2.3005, recall: 0.5432, relative_absolute_error: 0.6049, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3633, root_relative_squared_error: 1.0261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7977, f_measure: 0.5194, kappa: 0.3619, kb_relative_information_score: 2176.7575, mean_absolute_error: 0.1823, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5119, predictive_accuracy: 0.532, prior_entropy: 2.3005, recall: 0.532, relative_absolute_error: 0.7269, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, f_measure: 0.5306, kappa: 0.3764, kb_relative_information_score: 2328.3622, mean_absolute_error: 0.1742, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5256, predictive_accuracy: 0.5382, prior_entropy: 2.3005, recall: 0.5382, relative_absolute_error: 0.6945, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.326, root_relative_squared_error: 0.9208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7944, f_measure: 0.5165, kappa: 0.3583, kb_relative_information_score: 2124.1986, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5097, predictive_accuracy: 0.5311, prior_entropy: 2.3005, recall: 0.5311, relative_absolute_error: 0.7379, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.9101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7395, f_measure: 0.5418, kappa: 0.3907, kb_relative_information_score: 2621.4202, mean_absolute_error: 0.1538, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5509, predictive_accuracy: 0.5368, prior_entropy: 2.3005, recall: 0.5368, relative_absolute_error: 0.6133, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3642, root_relative_squared_error: 1.0285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8034, f_measure: 0.5267, kappa: 0.3711, kb_relative_information_score: 2306.8792, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5203, predictive_accuracy: 0.5387, prior_entropy: 2.3005, recall: 0.5387, relative_absolute_error: 0.714, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.9004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7962, f_measure: 0.5152, kappa: 0.3568, kb_relative_information_score: 2112.6749, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5077, predictive_accuracy: 0.5312, prior_entropy: 2.3005, recall: 0.5312, relative_absolute_error: 0.7404, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8021, f_measure: 0.5293, kappa: 0.3746, kb_relative_information_score: 2356.2454, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5243, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.7064, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3197, root_relative_squared_error: 0.9028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7943, f_measure: 0.5303, kappa: 0.3761, kb_relative_information_score: 2284.557, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5249, predictive_accuracy: 0.5389, prior_entropy: 2.3005, recall: 0.5389, relative_absolute_error: 0.7036, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3231, root_relative_squared_error: 0.9126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7999, f_measure: 0.5341, kappa: 0.381, kb_relative_information_score: 2398.2771, mean_absolute_error: 0.1747, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5306, predictive_accuracy: 0.5405, prior_entropy: 2.3005, recall: 0.5405, relative_absolute_error: 0.6966, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3214, root_relative_squared_error: 0.9076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.794, f_measure: 0.5319, kappa: 0.3781, kb_relative_information_score: 2424.2683, mean_absolute_error: 0.1726, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5281, predictive_accuracy: 0.5382, prior_entropy: 2.3005, recall: 0.5382, relative_absolute_error: 0.6882, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3254, root_relative_squared_error: 0.9191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.802, f_measure: 0.5297, kappa: 0.3751, kb_relative_information_score: 2353.2289, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5247, predictive_accuracy: 0.5391, prior_entropy: 2.3005, recall: 0.5391, relative_absolute_error: 0.7065, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3198, root_relative_squared_error: 0.9031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7852, f_measure: 0.5381, kappa: 0.3861, kb_relative_information_score: 2455.8448, mean_absolute_error: 0.1678, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.535, predictive_accuracy: 0.5432, prior_entropy: 2.3005, recall: 0.5432, relative_absolute_error: 0.6691, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3304, root_relative_squared_error: 0.9331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7954, f_measure: 0.5237, kappa: 0.3674, kb_relative_information_score: 2201.6266, mean_absolute_error: 0.1807, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5172, predictive_accuracy: 0.5351, prior_entropy: 2.3005, recall: 0.5351, relative_absolute_error: 0.7207, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3228, root_relative_squared_error: 0.9116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.794, f_measure: 0.5315, kappa: 0.3777, kb_relative_information_score: 2315.0288, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.526, predictive_accuracy: 0.5405, prior_entropy: 2.3005, recall: 0.5405, relative_absolute_error: 0.698, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.324, root_relative_squared_error: 0.9151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8013, f_measure: 0.5293, kappa: 0.3747, kb_relative_information_score: 2349.8049, mean_absolute_error: 0.1774, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5242, predictive_accuracy: 0.5387, prior_entropy: 2.3005, recall: 0.5387, relative_absolute_error: 0.7074, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.32, root_relative_squared_error: 0.9037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7581, f_measure: 0.5465, kappa: 0.3969, kb_relative_information_score: 2659.184, mean_absolute_error: 0.1542, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5514, predictive_accuracy: 0.543, prior_entropy: 2.3005, recall: 0.543, relative_absolute_error: 0.615, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3521, root_relative_squared_error: 0.9945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7962, f_measure: 0.5333, kappa: 0.3797, kb_relative_information_score: 2413.6012, mean_absolute_error: 0.1738, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5302, predictive_accuracy: 0.5384, prior_entropy: 2.3005, recall: 0.5384, relative_absolute_error: 0.6932, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3234, root_relative_squared_error: 0.9134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7996, f_measure: 0.5334, kappa: 0.3798, kb_relative_information_score: 2369.3483, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5291, predictive_accuracy: 0.5417, prior_entropy: 2.3005, recall: 0.5417, relative_absolute_error: 0.7024, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3208, root_relative_squared_error: 0.9061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7805, f_measure: 0.5456, kappa: 0.3956, kb_relative_information_score: 2621.9046, mean_absolute_error: 0.1605, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5455, predictive_accuracy: 0.5467, prior_entropy: 2.3005, recall: 0.5467, relative_absolute_error: 0.64, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.335, root_relative_squared_error: 0.9462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7919, f_measure: 0.5392, kappa: 0.3876, kb_relative_information_score: 2474.1601, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5369, predictive_accuracy: 0.5436, prior_entropy: 2.3005, recall: 0.5436, relative_absolute_error: 0.6773, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3271, root_relative_squared_error: 0.9239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7534, f_measure: 0.5451, kappa: 0.395, kb_relative_information_score: 2622.7387, mean_absolute_error: 0.1569, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5469, predictive_accuracy: 0.5446, prior_entropy: 2.3005, recall: 0.5446, relative_absolute_error: 0.6258, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3519, root_relative_squared_error: 0.9938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7779, f_measure: 0.5421, kappa: 0.3914, kb_relative_information_score: 2616.1515, mean_absolute_error: 0.1598, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5419, predictive_accuracy: 0.543, prior_entropy: 2.3005, recall: 0.543, relative_absolute_error: 0.6374, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3383, root_relative_squared_error: 0.9555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7851, f_measure: 0.5381, kappa: 0.386, kb_relative_information_score: 2453.43, mean_absolute_error: 0.1679, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5349, predictive_accuracy: 0.543, prior_entropy: 2.3005, recall: 0.543, relative_absolute_error: 0.6696, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3305, root_relative_squared_error: 0.9334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7401, f_measure: 0.5417, kappa: 0.3904, kb_relative_information_score: 2617.6724, mean_absolute_error: 0.1536, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.551, predictive_accuracy: 0.536, prior_entropy: 2.3005, recall: 0.536, relative_absolute_error: 0.6127, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3637, root_relative_squared_error: 1.0271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.744, f_measure: 0.5573, kappa: 0.411, kb_relative_information_score: 2691.7103, mean_absolute_error: 0.1493, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5605, predictive_accuracy: 0.5549, prior_entropy: 2.3005, recall: 0.5549, relative_absolute_error: 0.5954, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3635, root_relative_squared_error: 1.0266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7842, f_measure: 0.5444, kappa: 0.3941, kb_relative_information_score: 2573.3941, mean_absolute_error: 0.1635, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.543, predictive_accuracy: 0.5467, prior_entropy: 2.3005, recall: 0.5467, relative_absolute_error: 0.6522, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3328, root_relative_squared_error: 0.9399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7947, f_measure: 0.517, kappa: 0.359, kb_relative_information_score: 2125.5768, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5102, predictive_accuracy: 0.5315, prior_entropy: 2.3005, recall: 0.5315, relative_absolute_error: 0.7376, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.9099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7997, f_measure: 0.5331, kappa: 0.3794, kb_relative_information_score: 2369.5578, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5287, predictive_accuracy: 0.5415, prior_entropy: 2.3005, recall: 0.5415, relative_absolute_error: 0.702, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3208, root_relative_squared_error: 0.9061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7896, f_measure: 0.5356, kappa: 0.3829, kb_relative_information_score: 2460.3551, mean_absolute_error: 0.1702, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5332, predictive_accuracy: 0.5396, prior_entropy: 2.3005, recall: 0.5396, relative_absolute_error: 0.6788, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3278, root_relative_squared_error: 0.9259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7551, f_measure: 0.5478, kappa: 0.3985, kb_relative_information_score: 2632.6652, mean_absolute_error: 0.1565, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5498, predictive_accuracy: 0.5474, prior_entropy: 2.3005, recall: 0.5474, relative_absolute_error: 0.6243, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.351, root_relative_squared_error: 0.9913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8033, f_measure: 0.5265, kappa: 0.3709, kb_relative_information_score: 2305.8712, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5202, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.7138, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.9003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7971, f_measure: 0.5194, kappa: 0.3621, kb_relative_information_score: 2173.5802, mean_absolute_error: 0.1824, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.512, predictive_accuracy: 0.5322, prior_entropy: 2.3005, recall: 0.5322, relative_absolute_error: 0.7275, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3217, root_relative_squared_error: 0.9085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7957, f_measure: 0.5217, kappa: 0.365, kb_relative_information_score: 2188.5858, mean_absolute_error: 0.1816, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5148, predictive_accuracy: 0.5333, prior_entropy: 2.3005, recall: 0.5333, relative_absolute_error: 0.7242, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.9099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7963, f_measure: 0.5176, kappa: 0.3597, kb_relative_information_score: 2152.2691, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5107, predictive_accuracy: 0.5311, prior_entropy: 2.3005, recall: 0.5311, relative_absolute_error: 0.7326, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7658, f_measure: 0.545, kappa: 0.3949, kb_relative_information_score: 2582.0228, mean_absolute_error: 0.1602, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5452, predictive_accuracy: 0.5458, prior_entropy: 2.3005, recall: 0.5458, relative_absolute_error: 0.639, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.343, root_relative_squared_error: 0.9687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7804, f_measure: 0.5448, kappa: 0.3944, kb_relative_information_score: 2626.8297, mean_absolute_error: 0.1603, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5445, predictive_accuracy: 0.5459, prior_entropy: 2.3005, recall: 0.5459, relative_absolute_error: 0.6392, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3348, root_relative_squared_error: 0.9456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7613, f_measure: 0.5456, kappa: 0.3957, kb_relative_information_score: 2609.0467, mean_absolute_error: 0.1583, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5461, predictive_accuracy: 0.5463, prior_entropy: 2.3005, recall: 0.5463, relative_absolute_error: 0.6313, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3469, root_relative_squared_error: 0.9798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7974, f_measure: 0.5305, kappa: 0.3766, kb_relative_information_score: 2237.5583, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5248, predictive_accuracy: 0.541, prior_entropy: 2.3005, recall: 0.541, relative_absolute_error: 0.7143, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7968, f_measure: 0.5299, kappa: 0.3756, kb_relative_information_score: 2238.2483, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5244, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.7143, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.9109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7941, f_measure: 0.5318, kappa: 0.3781, kb_relative_information_score: 2315.7774, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5264, predictive_accuracy: 0.5409, prior_entropy: 2.3005, recall: 0.5409, relative_absolute_error: 0.698, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3239, root_relative_squared_error: 0.9148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7273, f_measure: 0.5621, kappa: 0.4174, kb_relative_information_score: 2649.6003, mean_absolute_error: 0.1467, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5643, predictive_accuracy: 0.5602, prior_entropy: 2.3005, recall: 0.5602, relative_absolute_error: 0.5851, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3791, root_relative_squared_error: 1.0706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7886, f_measure: 0.5375, kappa: 0.3853, kb_relative_information_score: 2520.1091, mean_absolute_error: 0.1665, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5353, predictive_accuracy: 0.5412, prior_entropy: 2.3005, recall: 0.5412, relative_absolute_error: 0.6642, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3305, root_relative_squared_error: 0.9334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7908, f_measure: 0.531, kappa: 0.377, kb_relative_information_score: 2334.1387, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.526, predictive_accuracy: 0.5389, prior_entropy: 2.3005, recall: 0.5389, relative_absolute_error: 0.6935, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3259, root_relative_squared_error: 0.9204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7887, f_measure: 0.5352, kappa: 0.3825, kb_relative_information_score: 2420.6084, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5308, predictive_accuracy: 0.5417, prior_entropy: 2.3005, recall: 0.5417, relative_absolute_error: 0.677, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3276, root_relative_squared_error: 0.9252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7859, f_measure: 0.5374, kappa: 0.385, kb_relative_information_score: 2453.2659, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5343, predictive_accuracy: 0.5422, prior_entropy: 2.3005, recall: 0.5422, relative_absolute_error: 0.67, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3302, root_relative_squared_error: 0.9325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7987, f_measure: 0.5345, kappa: 0.3816, kb_relative_information_score: 2394.0539, mean_absolute_error: 0.1748, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.531, predictive_accuracy: 0.5409, prior_entropy: 2.3005, recall: 0.5409, relative_absolute_error: 0.697, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3218, root_relative_squared_error: 0.9087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7964, f_measure: 0.5172, kappa: 0.3591, kb_relative_information_score: 2152.5976, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5103, predictive_accuracy: 0.5306, prior_entropy: 2.3005, recall: 0.5306, relative_absolute_error: 0.7324, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.9092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7926, f_measure: 0.5436, kappa: 0.3934, kb_relative_information_score: 2509.3335, mean_absolute_error: 0.1682, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5414, predictive_accuracy: 0.5476, prior_entropy: 2.3005, recall: 0.5476, relative_absolute_error: 0.6706, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3263, root_relative_squared_error: 0.9216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8056, f_measure: 0.5289, kappa: 0.3741, kb_relative_information_score: 2266.6998, mean_absolute_error: 0.181, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5228, predictive_accuracy: 0.5414, prior_entropy: 2.3005, recall: 0.5414, relative_absolute_error: 0.7219, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3178, root_relative_squared_error: 0.8976,

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