Task
Supervised Classification on segment

Supervised Classification on segment

Task 146822 Supervised Classification segment 9967 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 study_218 study_98 study_99
Issue #Downvotes for this reason By


Metric:

9967 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6428, kappa: 0.1667, kb_relative_information_score: 0.2107, mean_absolute_error: 0.2041, mean_prior_absolute_error: 0.2449, weighted_recall: 0.2857, number_of_instances: 2310, predictive_accuracy: 0.2857, prior_entropy: 2.8074, relative_absolute_error: 0.8334, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3196, root_relative_squared_error: 0.9132, unweighted_recall: 0.2857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9535, f_measure: 0.9172, kappa: 0.9035, kb_relative_information_score: 0.9101, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.2449, weighted_recall: 0.9173, number_of_instances: 2310, precision: 0.9172, predictive_accuracy: 0.9173, prior_entropy: 2.8074, relative_absolute_error: 0.0988, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1529, root_relative_squared_error: 0.437, unweighted_recall: 0.9173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.6864, kappa: 0.6652, kb_relative_information_score: 0.6964, mean_absolute_error: 0.0825, mean_prior_absolute_error: 0.2449, weighted_recall: 0.713, number_of_instances: 2310, precision: 0.7241, predictive_accuracy: 0.713, prior_entropy: 2.8074, relative_absolute_error: 0.337, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2748, root_relative_squared_error: 0.7854, unweighted_recall: 0.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9114, kappa: 0.8975, kb_relative_information_score: 0.8024, mean_absolute_error: 0.079, mean_prior_absolute_error: 0.2449, weighted_recall: 0.9121, number_of_instances: 2310, precision: 0.9123, predictive_accuracy: 0.9121, prior_entropy: 2.8074, relative_absolute_error: 0.3225, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1619, root_relative_squared_error: 0.4627, unweighted_recall: 0.9121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.8953, kappa: 0.8783, kb_relative_information_score: 0.8874, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8957, number_of_instances: 2310, precision: 0.8967, predictive_accuracy: 0.8957, prior_entropy: 2.8074, relative_absolute_error: 0.1217, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1727, root_relative_squared_error: 0.4934, unweighted_recall: 0.8957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.8372, kappa: 0.8146, kb_relative_information_score: 0.6201, mean_absolute_error: 0.1365, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8411, number_of_instances: 2310, precision: 0.8394, predictive_accuracy: 0.8411, prior_entropy: 2.8074, relative_absolute_error: 0.5572, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.224, root_relative_squared_error: 0.6402, unweighted_recall: 0.8411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.8709, kappa: 0.851, kb_relative_information_score: 0.8213, mean_absolute_error: 0.0645, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8723, number_of_instances: 2310, precision: 0.873, predictive_accuracy: 0.8723, prior_entropy: 2.8074, relative_absolute_error: 0.2635, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1686, root_relative_squared_error: 0.4818, unweighted_recall: 0.8723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7558, kappa: 0.1667, kb_relative_information_score: 0.3155, mean_absolute_error: 0.2096, mean_prior_absolute_error: 0.2449, weighted_recall: 0.2857, number_of_instances: 2310, predictive_accuracy: 0.2857, prior_entropy: 2.8074, relative_absolute_error: 0.8558, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3239, root_relative_squared_error: 0.9255, unweighted_recall: 0.2857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.713, kappa: 0.1662, kb_relative_information_score: 0.2753, mean_absolute_error: 0.2113, mean_prior_absolute_error: 0.2449, weighted_recall: 0.2853, number_of_instances: 2310, predictive_accuracy: 0.2853, prior_entropy: 2.8074, relative_absolute_error: 0.8629, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.9294, unweighted_recall: 0.2853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6508, kappa: 0.1859, kb_relative_information_score: 0.2234, mean_absolute_error: 0.2012, mean_prior_absolute_error: 0.2449, weighted_recall: 0.3022, number_of_instances: 2310, predictive_accuracy: 0.3022, prior_entropy: 2.8074, relative_absolute_error: 0.8214, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.317, root_relative_squared_error: 0.9058, unweighted_recall: 0.3022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7598, f_measure: 0.5195, kappa: 0.5197, kb_relative_information_score: 0.5557, mean_absolute_error: 0.1176, mean_prior_absolute_error: 0.2449, weighted_recall: 0.5883, number_of_instances: 2310, precision: 0.6082, predictive_accuracy: 0.5883, prior_entropy: 2.8074, relative_absolute_error: 0.4803, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.343, root_relative_squared_error: 0.9801, unweighted_recall: 0.5883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.8674, kappa: 0.8465, kb_relative_information_score: 0.8675, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8684, number_of_instances: 2310, precision: 0.869, predictive_accuracy: 0.8684, prior_entropy: 2.8074, relative_absolute_error: 0.1828, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1666, root_relative_squared_error: 0.476, unweighted_recall: 0.8684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9552, f_measure: 0.9204, kappa: 0.9071, kb_relative_information_score: 0.9135, mean_absolute_error: 0.0233, mean_prior_absolute_error: 0.2449, weighted_recall: 0.9203, number_of_instances: 2310, precision: 0.9207, predictive_accuracy: 0.9203, prior_entropy: 2.8074, relative_absolute_error: 0.095, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.4285, unweighted_recall: 0.9203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.9189, kappa: 0.9056, kb_relative_information_score: 0.9121, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.2449, weighted_recall: 0.919, number_of_instances: 2310, precision: 0.9188, predictive_accuracy: 0.919, prior_entropy: 2.8074, relative_absolute_error: 0.0965, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1512, root_relative_squared_error: 0.432, unweighted_recall: 0.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9198, kappa: 0.9066, kb_relative_information_score: 0.86, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.2449, weighted_recall: 0.9199, number_of_instances: 2310, precision: 0.92, predictive_accuracy: 0.9199, prior_entropy: 2.8074, relative_absolute_error: 0.2183, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.144, root_relative_squared_error: 0.4114, unweighted_recall: 0.9199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9307, kappa: 0.9192, kb_relative_information_score: 0.9108, mean_absolute_error: 0.033, mean_prior_absolute_error: 0.2449, weighted_recall: 0.9307, number_of_instances: 2310, precision: 0.9307, predictive_accuracy: 0.9307, prior_entropy: 2.8074, relative_absolute_error: 0.1346, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1241, root_relative_squared_error: 0.3548, unweighted_recall: 0.9307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.2449, weighted_recall: 0.1429, number_of_instances: 2310, predictive_accuracy: 0.1429, prior_entropy: 2.8074, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3499, root_relative_squared_error: 1, unweighted_recall: 0.1429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9217, kappa: 0.9086, kb_relative_information_score: 0.8942, mean_absolute_error: 0.04, mean_prior_absolute_error: 0.2449, weighted_recall: 0.9216, number_of_instances: 2310, precision: 0.9221, predictive_accuracy: 0.9216, prior_entropy: 2.8074, relative_absolute_error: 0.1634, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1314, root_relative_squared_error: 0.3756, unweighted_recall: 0.9216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9281, kappa: 0.9162, kb_relative_information_score: 0.8962, mean_absolute_error: 0.0383, mean_prior_absolute_error: 0.2449, weighted_recall: 0.9281, number_of_instances: 2310, precision: 0.929, predictive_accuracy: 0.9281, prior_entropy: 2.8074, relative_absolute_error: 0.1563, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1243, root_relative_squared_error: 0.3552, unweighted_recall: 0.9281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.7996, kappa: 0.7702, kb_relative_information_score: 0.7222, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.2449, weighted_recall: 0.803, number_of_instances: 2310, precision: 0.8185, predictive_accuracy: 0.803, prior_entropy: 2.8074, relative_absolute_error: 0.3938, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2035, root_relative_squared_error: 0.5816, unweighted_recall: 0.803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9276, kappa: 0.9157, kb_relative_information_score: 0.9102, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.2449, weighted_recall: 0.9277, number_of_instances: 2310, precision: 0.9276, predictive_accuracy: 0.9277, prior_entropy: 2.8074, relative_absolute_error: 0.1357, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.3563, unweighted_recall: 0.9277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.2449, weighted_recall: 0.1429, number_of_instances: 2310, predictive_accuracy: 0.1429, prior_entropy: 2.8074, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3499, root_relative_squared_error: 1, unweighted_recall: 0.1429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9201, kappa: 0.9066, kb_relative_information_score: 0.8932, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.2449, weighted_recall: 0.9199, number_of_instances: 2310, precision: 0.9204, predictive_accuracy: 0.9199, prior_entropy: 2.8074, relative_absolute_error: 0.1647, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1331, root_relative_squared_error: 0.3803, unweighted_recall: 0.9199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.8861, kappa: 0.8672, kb_relative_information_score: 0.857, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8861, number_of_instances: 2310, precision: 0.8865, predictive_accuracy: 0.8861, prior_entropy: 2.8074, relative_absolute_error: 0.211, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1561, root_relative_squared_error: 0.4461, unweighted_recall: 0.8861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9225, kappa: 0.9096, kb_relative_information_score: 0.8703, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.2449, weighted_recall: 0.9225, number_of_instances: 2310, precision: 0.9225, predictive_accuracy: 0.9225, prior_entropy: 2.8074, relative_absolute_error: 0.2056, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1381, root_relative_squared_error: 0.3945, unweighted_recall: 0.9225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9298, kappa: 0.9182, kb_relative_information_score: 0.9096, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.2449, weighted_recall: 0.9299, number_of_instances: 2310, precision: 0.9298, predictive_accuracy: 0.9299, prior_entropy: 2.8074, relative_absolute_error: 0.1368, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.125, root_relative_squared_error: 0.3572, unweighted_recall: 0.9299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.6864, kappa: 0.6652, kb_relative_information_score: 0.6964, mean_absolute_error: 0.0825, mean_prior_absolute_error: 0.2449, weighted_recall: 0.713, number_of_instances: 2310, precision: 0.7241, predictive_accuracy: 0.713, prior_entropy: 2.8074, relative_absolute_error: 0.337, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2748, root_relative_squared_error: 0.7854, unweighted_recall: 0.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.2449, weighted_recall: 0.1429, number_of_instances: 2310, predictive_accuracy: 0.1429, prior_entropy: 2.8074, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3499, root_relative_squared_error: 1, unweighted_recall: 0.1429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9221, kappa: 0.9091, kb_relative_information_score: 0.8948, mean_absolute_error: 0.0397, mean_prior_absolute_error: 0.2449, weighted_recall: 0.9221, number_of_instances: 2310, precision: 0.9223, predictive_accuracy: 0.9221, prior_entropy: 2.8074, relative_absolute_error: 0.1621, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1324, root_relative_squared_error: 0.3785, unweighted_recall: 0.9221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9285, kappa: 0.9167, kb_relative_information_score: 0.8957, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.2449, weighted_recall: 0.9286, number_of_instances: 2310, precision: 0.9292, predictive_accuracy: 0.9286, prior_entropy: 2.8074, relative_absolute_error: 0.1561, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1245, root_relative_squared_error: 0.3558, unweighted_recall: 0.9286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.7967, kappa: 0.7677, kb_relative_information_score: 0.7189, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8009, number_of_instances: 2310, precision: 0.811, predictive_accuracy: 0.8009, prior_entropy: 2.8074, relative_absolute_error: 0.3941, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2055, root_relative_squared_error: 0.5872, unweighted_recall: 0.8009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9275, kappa: 0.9157, kb_relative_information_score: 0.9131, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.2449, weighted_recall: 0.9277, number_of_instances: 2310, precision: 0.9274, predictive_accuracy: 0.9277, prior_entropy: 2.8074, relative_absolute_error: 0.1312, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1224, root_relative_squared_error: 0.3498, unweighted_recall: 0.9277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.2449, weighted_recall: 0.1429, number_of_instances: 2310, predictive_accuracy: 0.1429, prior_entropy: 2.8074, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3499, root_relative_squared_error: 1, unweighted_recall: 0.1429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9257, kappa: 0.9131, kb_relative_information_score: 0.8936, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.2449, weighted_recall: 0.9255, number_of_instances: 2310, precision: 0.9259, predictive_accuracy: 0.9255, prior_entropy: 2.8074, relative_absolute_error: 0.1631, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1324, root_relative_squared_error: 0.3784, unweighted_recall: 0.9255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.8869, kappa: 0.8682, kb_relative_information_score: 0.8568, mean_absolute_error: 0.0518, mean_prior_absolute_error: 0.2449, weighted_recall: 0.887, number_of_instances: 2310, precision: 0.8873, predictive_accuracy: 0.887, prior_entropy: 2.8074, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1561, root_relative_squared_error: 0.4462, unweighted_recall: 0.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.8856, kappa: 0.8601, kb_relative_information_score: 0.8706, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8801, number_of_instances: 2310, precision: 0.9024, predictive_accuracy: 0.8801, prior_entropy: 2.8074, relative_absolute_error: 0.1399, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.529, unweighted_recall: 0.8801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9563, f_measure: 0.9221, kappa: 0.9091, kb_relative_information_score: 0.9154, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.2449, weighted_recall: 0.9221, number_of_instances: 2310, precision: 0.9223, predictive_accuracy: 0.9221, prior_entropy: 2.8074, relative_absolute_error: 0.093, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1483, root_relative_squared_error: 0.4238, unweighted_recall: 0.9221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9316, kappa: 0.9202, kb_relative_information_score: 0.9122, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.2449, weighted_recall: 0.9316, number_of_instances: 2310, precision: 0.9318, predictive_accuracy: 0.9316, prior_entropy: 2.8074, relative_absolute_error: 0.1337, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1226, root_relative_squared_error: 0.3502, unweighted_recall: 0.9316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.7055, kappa: 0.6581, kb_relative_information_score: 0.6009, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.2449, weighted_recall: 0.7069, number_of_instances: 2310, precision: 0.7149, predictive_accuracy: 0.7069, prior_entropy: 2.8074, relative_absolute_error: 0.5617, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.244, root_relative_squared_error: 0.6974, unweighted_recall: 0.7069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.861, kappa: 0.8374, kb_relative_information_score: 0.824, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8606, number_of_instances: 2310, precision: 0.8628, predictive_accuracy: 0.8606, prior_entropy: 2.8074, relative_absolute_error: 0.272, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1738, root_relative_squared_error: 0.4966, unweighted_recall: 0.8606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8755, f_measure: 0.5876, kappa: 0.5465, kb_relative_information_score: 0.339, mean_absolute_error: 0.1878, mean_prior_absolute_error: 0.2449, weighted_recall: 0.6113, number_of_instances: 2310, precision: 0.6461, predictive_accuracy: 0.6113, prior_entropy: 2.8074, relative_absolute_error: 0.7668, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2981, root_relative_squared_error: 0.8519, unweighted_recall: 0.6113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9232, kappa: 0.9106, kb_relative_information_score: 0.8951, mean_absolute_error: 0.0383, mean_prior_absolute_error: 0.2449, weighted_recall: 0.9234, number_of_instances: 2310, precision: 0.9244, predictive_accuracy: 0.9234, prior_entropy: 2.8074, relative_absolute_error: 0.1564, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1305, root_relative_squared_error: 0.3729, unweighted_recall: 0.9234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.1364, kb_relative_information_score: 0.0025, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.2449, weighted_recall: 0.1429, number_of_instances: 2310, predictive_accuracy: 0.1429, prior_entropy: 2.8074, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.35, root_relative_squared_error: 1.0002, unweighted_recall: 0.1429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8755, f_measure: 0.5876, kappa: 0.5465, kb_relative_information_score: 0.339, mean_absolute_error: 0.1878, mean_prior_absolute_error: 0.2449, weighted_recall: 0.6113, number_of_instances: 2310, precision: 0.6461, predictive_accuracy: 0.6113, prior_entropy: 2.8074, relative_absolute_error: 0.7668, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2981, root_relative_squared_error: 0.8519, unweighted_recall: 0.6113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.8914, kappa: 0.8732, kb_relative_information_score: 0.8605, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8913, number_of_instances: 2310, precision: 0.8919, predictive_accuracy: 0.8913, prior_entropy: 2.8074, relative_absolute_error: 0.2113, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1534, root_relative_squared_error: 0.4383, unweighted_recall: 0.8913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.8932, kappa: 0.8758, kb_relative_information_score: 0.8518, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8935, number_of_instances: 2310, precision: 0.8936, predictive_accuracy: 0.8935, prior_entropy: 2.8074, relative_absolute_error: 0.2299, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.4496, unweighted_recall: 0.8935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.8513, kappa: 0.8313, kb_relative_information_score: 0.8075, mean_absolute_error: 0.075, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8554, number_of_instances: 2310, precision: 0.8563, predictive_accuracy: 0.8554, prior_entropy: 2.8074, relative_absolute_error: 0.3064, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1793, root_relative_squared_error: 0.5125, unweighted_recall: 0.8554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.8551, kappa: 0.8348, kb_relative_information_score: 0.8136, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8584, number_of_instances: 2310, precision: 0.8589, predictive_accuracy: 0.8584, prior_entropy: 2.8074, relative_absolute_error: 0.2965, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1774, root_relative_squared_error: 0.5071, unweighted_recall: 0.8584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.799, kappa: 0.7803, kb_relative_information_score: 0.4574, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8117, number_of_instances: 2310, precision: 0.8055, predictive_accuracy: 0.8117, prior_entropy: 2.8074, relative_absolute_error: 0.7259, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2684, root_relative_squared_error: 0.7671, unweighted_recall: 0.8117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.8546, kappa: 0.8348, kb_relative_information_score: 0.8122, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8584, number_of_instances: 2310, precision: 0.8596, predictive_accuracy: 0.8584, prior_entropy: 2.8074, relative_absolute_error: 0.2989, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.5082, unweighted_recall: 0.8584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.8506, kappa: 0.8303, kb_relative_information_score: 0.8064, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8545, number_of_instances: 2310, precision: 0.8554, predictive_accuracy: 0.8545, prior_entropy: 2.8074, relative_absolute_error: 0.3081, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.514, unweighted_recall: 0.8545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.8728, kappa: 0.8525, kb_relative_information_score: 0.8322, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8736, number_of_instances: 2310, precision: 0.873, predictive_accuracy: 0.8736, prior_entropy: 2.8074, relative_absolute_error: 0.261, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1686, root_relative_squared_error: 0.4817, unweighted_recall: 0.8736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.8405, kappa: 0.8157, kb_relative_information_score: 0.781, mean_absolute_error: 0.0831, mean_prior_absolute_error: 0.2449, weighted_recall: 0.842, number_of_instances: 2310, precision: 0.8409, predictive_accuracy: 0.842, prior_entropy: 2.8074, relative_absolute_error: 0.3391, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1852, root_relative_squared_error: 0.5294, unweighted_recall: 0.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.8563, kappa: 0.8359, kb_relative_information_score: 0.8152, mean_absolute_error: 0.072, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8593, number_of_instances: 2310, precision: 0.8598, predictive_accuracy: 0.8593, prior_entropy: 2.8074, relative_absolute_error: 0.2942, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1771, root_relative_squared_error: 0.5061, unweighted_recall: 0.8593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9759, f_measure: 0.849, kappa: 0.8283, kb_relative_information_score: 0.8051, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8528, number_of_instances: 2310, precision: 0.8542, predictive_accuracy: 0.8528, prior_entropy: 2.8074, relative_absolute_error: 0.3091, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1802, root_relative_squared_error: 0.5149, unweighted_recall: 0.8528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.8513, kappa: 0.8313, kb_relative_information_score: 0.8075, mean_absolute_error: 0.075, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8554, number_of_instances: 2310, precision: 0.8563, predictive_accuracy: 0.8554, prior_entropy: 2.8074, relative_absolute_error: 0.3064, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1793, root_relative_squared_error: 0.5125, unweighted_recall: 0.8554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.8551, kappa: 0.8348, kb_relative_information_score: 0.8136, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8584, number_of_instances: 2310, precision: 0.8589, predictive_accuracy: 0.8584, prior_entropy: 2.8074, relative_absolute_error: 0.2965, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1774, root_relative_squared_error: 0.5071, unweighted_recall: 0.8584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.799, kappa: 0.7803, kb_relative_information_score: 0.4574, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8117, number_of_instances: 2310, precision: 0.8055, predictive_accuracy: 0.8117, prior_entropy: 2.8074, relative_absolute_error: 0.7259, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2684, root_relative_squared_error: 0.7671, unweighted_recall: 0.8117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9704, f_measure: 0.8385, kappa: 0.8152, kb_relative_information_score: 0.7314, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8416, number_of_instances: 2310, precision: 0.8425, predictive_accuracy: 0.8416, prior_entropy: 2.8074, relative_absolute_error: 0.4178, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2006, root_relative_squared_error: 0.5734, unweighted_recall: 0.8416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, f_measure: 0.836, kappa: 0.8136, kb_relative_information_score: 0.7111, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8403, number_of_instances: 2310, precision: 0.8409, predictive_accuracy: 0.8403, prior_entropy: 2.8074, relative_absolute_error: 0.4444, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.5842, unweighted_recall: 0.8403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.8551, kappa: 0.8348, kb_relative_information_score: 0.814, mean_absolute_error: 0.0725, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8584, number_of_instances: 2310, precision: 0.8589, predictive_accuracy: 0.8584, prior_entropy: 2.8074, relative_absolute_error: 0.2959, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1774, root_relative_squared_error: 0.5069, unweighted_recall: 0.8584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.8428, kappa: 0.8217, kb_relative_information_score: 0.7735, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8472, number_of_instances: 2310, precision: 0.8488, predictive_accuracy: 0.8472, prior_entropy: 2.8074, relative_absolute_error: 0.3574, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1886, root_relative_squared_error: 0.5389, unweighted_recall: 0.8472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.8547, kappa: 0.8338, kb_relative_information_score: 0.81, mean_absolute_error: 0.0735, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8576, number_of_instances: 2310, precision: 0.8579, predictive_accuracy: 0.8576, prior_entropy: 2.8074, relative_absolute_error: 0.3003, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1795, root_relative_squared_error: 0.5129, unweighted_recall: 0.8576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.8546, kappa: 0.8348, kb_relative_information_score: 0.8122, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8584, number_of_instances: 2310, precision: 0.8596, predictive_accuracy: 0.8584, prior_entropy: 2.8074, relative_absolute_error: 0.2989, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.5082, unweighted_recall: 0.8584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.8563, kappa: 0.8359, kb_relative_information_score: 0.8152, mean_absolute_error: 0.072, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8593, number_of_instances: 2310, precision: 0.8598, predictive_accuracy: 0.8593, prior_entropy: 2.8074, relative_absolute_error: 0.2942, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1771, root_relative_squared_error: 0.5061, unweighted_recall: 0.8593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9743, f_measure: 0.8444, kappa: 0.8232, kb_relative_information_score: 0.7872, mean_absolute_error: 0.0826, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8485, number_of_instances: 2310, precision: 0.85, predictive_accuracy: 0.8485, prior_entropy: 2.8074, relative_absolute_error: 0.3374, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.5305, unweighted_recall: 0.8485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9431, f_measure: 0.7609, kappa: 0.7434, kb_relative_information_score: 0.3368, mean_absolute_error: 0.2006, mean_prior_absolute_error: 0.2449, weighted_recall: 0.7801, number_of_instances: 2310, precision: 0.7733, predictive_accuracy: 0.7801, prior_entropy: 2.8074, relative_absolute_error: 0.8192, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2958, root_relative_squared_error: 0.8455, unweighted_recall: 0.7801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.8506, kappa: 0.8303, kb_relative_information_score: 0.8064, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8545, number_of_instances: 2310, precision: 0.8554, predictive_accuracy: 0.8545, prior_entropy: 2.8074, relative_absolute_error: 0.3081, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.514, unweighted_recall: 0.8545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9637, f_measure: 0.8276, kappa: 0.8035, kb_relative_information_score: 0.5903, mean_absolute_error: 0.1451, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8316, number_of_instances: 2310, precision: 0.8313, predictive_accuracy: 0.8316, prior_entropy: 2.8074, relative_absolute_error: 0.5926, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2383, root_relative_squared_error: 0.681, unweighted_recall: 0.8316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.842, kappa: 0.8207, kb_relative_information_score: 0.773, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8463, number_of_instances: 2310, precision: 0.8476, predictive_accuracy: 0.8463, prior_entropy: 2.8074, relative_absolute_error: 0.3582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.5393, unweighted_recall: 0.8463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.8563, kappa: 0.8359, kb_relative_information_score: 0.8152, mean_absolute_error: 0.072, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8593, number_of_instances: 2310, precision: 0.8598, predictive_accuracy: 0.8593, prior_entropy: 2.8074, relative_absolute_error: 0.2942, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1771, root_relative_squared_error: 0.5061, unweighted_recall: 0.8593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.8881, kappa: 0.8702, kb_relative_information_score: 0.8598, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8887, number_of_instances: 2310, precision: 0.8881, predictive_accuracy: 0.8887, prior_entropy: 2.8074, relative_absolute_error: 0.2177, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1566, root_relative_squared_error: 0.4475, unweighted_recall: 0.8887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.8728, kappa: 0.8525, kb_relative_information_score: 0.8322, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8736, number_of_instances: 2310, precision: 0.873, predictive_accuracy: 0.8736, prior_entropy: 2.8074, relative_absolute_error: 0.261, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1686, root_relative_squared_error: 0.4817, unweighted_recall: 0.8736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9666, f_measure: 0.8295, kappa: 0.8035, kb_relative_information_score: 0.6536, mean_absolute_error: 0.1253, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8316, number_of_instances: 2310, precision: 0.8302, predictive_accuracy: 0.8316, prior_entropy: 2.8074, relative_absolute_error: 0.5118, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2211, root_relative_squared_error: 0.6319, unweighted_recall: 0.8316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.8405, kappa: 0.8157, kb_relative_information_score: 0.781, mean_absolute_error: 0.0831, mean_prior_absolute_error: 0.2449, weighted_recall: 0.842, number_of_instances: 2310, precision: 0.8409, predictive_accuracy: 0.842, prior_entropy: 2.8074, relative_absolute_error: 0.3391, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1852, root_relative_squared_error: 0.5294, unweighted_recall: 0.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.842, kappa: 0.8207, kb_relative_information_score: 0.773, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8463, number_of_instances: 2310, precision: 0.8476, predictive_accuracy: 0.8463, prior_entropy: 2.8074, relative_absolute_error: 0.3582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.5393, unweighted_recall: 0.8463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.842, kappa: 0.8207, kb_relative_information_score: 0.773, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8463, number_of_instances: 2310, precision: 0.8476, predictive_accuracy: 0.8463, prior_entropy: 2.8074, relative_absolute_error: 0.3582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.5393, unweighted_recall: 0.8463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.842, kappa: 0.8207, kb_relative_information_score: 0.773, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8463, number_of_instances: 2310, precision: 0.8476, predictive_accuracy: 0.8463, prior_entropy: 2.8074, relative_absolute_error: 0.3582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.5393, unweighted_recall: 0.8463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.842, kappa: 0.8207, kb_relative_information_score: 0.773, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8463, number_of_instances: 2310, precision: 0.8476, predictive_accuracy: 0.8463, prior_entropy: 2.8074, relative_absolute_error: 0.3582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.5393, unweighted_recall: 0.8463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.842, kappa: 0.8207, kb_relative_information_score: 0.773, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8463, number_of_instances: 2310, precision: 0.8476, predictive_accuracy: 0.8463, prior_entropy: 2.8074, relative_absolute_error: 0.3582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.5393, unweighted_recall: 0.8463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.842, kappa: 0.8207, kb_relative_information_score: 0.773, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8463, number_of_instances: 2310, precision: 0.8476, predictive_accuracy: 0.8463, prior_entropy: 2.8074, relative_absolute_error: 0.3582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.5393, unweighted_recall: 0.8463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.842, kappa: 0.8207, kb_relative_information_score: 0.773, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8463, number_of_instances: 2310, precision: 0.8476, predictive_accuracy: 0.8463, prior_entropy: 2.8074, relative_absolute_error: 0.3582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.5393, unweighted_recall: 0.8463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9431, f_measure: 0.7609, kappa: 0.7434, kb_relative_information_score: 0.3368, mean_absolute_error: 0.2006, mean_prior_absolute_error: 0.2449, weighted_recall: 0.7801, number_of_instances: 2310, precision: 0.7733, predictive_accuracy: 0.7801, prior_entropy: 2.8074, relative_absolute_error: 0.8192, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2958, root_relative_squared_error: 0.8455, unweighted_recall: 0.7801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9431, f_measure: 0.7609, kappa: 0.7434, kb_relative_information_score: 0.3368, mean_absolute_error: 0.2006, mean_prior_absolute_error: 0.2449, weighted_recall: 0.7801, number_of_instances: 2310, precision: 0.7733, predictive_accuracy: 0.7801, prior_entropy: 2.8074, relative_absolute_error: 0.8192, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2958, root_relative_squared_error: 0.8455, unweighted_recall: 0.7801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9743, f_measure: 0.8444, kappa: 0.8232, kb_relative_information_score: 0.7872, mean_absolute_error: 0.0826, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8485, number_of_instances: 2310, precision: 0.85, predictive_accuracy: 0.8485, prior_entropy: 2.8074, relative_absolute_error: 0.3374, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.5305, unweighted_recall: 0.8485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.842, kappa: 0.8207, kb_relative_information_score: 0.773, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8463, number_of_instances: 2310, precision: 0.8476, predictive_accuracy: 0.8463, prior_entropy: 2.8074, relative_absolute_error: 0.3582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.5393, unweighted_recall: 0.8463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.842, kappa: 0.8207, kb_relative_information_score: 0.773, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8463, number_of_instances: 2310, precision: 0.8476, predictive_accuracy: 0.8463, prior_entropy: 2.8074, relative_absolute_error: 0.3582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.5393, unweighted_recall: 0.8463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.842, kappa: 0.8207, kb_relative_information_score: 0.773, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8463, number_of_instances: 2310, precision: 0.8476, predictive_accuracy: 0.8463, prior_entropy: 2.8074, relative_absolute_error: 0.3582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.5393, unweighted_recall: 0.8463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9766, f_measure: 0.863, kappa: 0.8424, kb_relative_information_score: 0.8111, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8649, number_of_instances: 2310, precision: 0.8649, predictive_accuracy: 0.8649, prior_entropy: 2.8074, relative_absolute_error: 0.2997, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1788, root_relative_squared_error: 0.511, unweighted_recall: 0.8649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9704, f_measure: 0.8385, kappa: 0.8152, kb_relative_information_score: 0.7314, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8416, number_of_instances: 2310, precision: 0.8425, predictive_accuracy: 0.8416, prior_entropy: 2.8074, relative_absolute_error: 0.4178, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2006, root_relative_squared_error: 0.5734, unweighted_recall: 0.8416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.842, kappa: 0.8207, kb_relative_information_score: 0.773, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8463, number_of_instances: 2310, precision: 0.8476, predictive_accuracy: 0.8463, prior_entropy: 2.8074, relative_absolute_error: 0.3582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.5393, unweighted_recall: 0.8463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.842, kappa: 0.8207, kb_relative_information_score: 0.773, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8463, number_of_instances: 2310, precision: 0.8476, predictive_accuracy: 0.8463, prior_entropy: 2.8074, relative_absolute_error: 0.3582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.5393, unweighted_recall: 0.8463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.8506, kappa: 0.8303, kb_relative_information_score: 0.8064, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8545, number_of_instances: 2310, precision: 0.8554, predictive_accuracy: 0.8545, prior_entropy: 2.8074, relative_absolute_error: 0.3081, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.514, unweighted_recall: 0.8545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9431, f_measure: 0.7609, kappa: 0.7434, kb_relative_information_score: 0.3368, mean_absolute_error: 0.2006, mean_prior_absolute_error: 0.2449, weighted_recall: 0.7801, number_of_instances: 2310, precision: 0.7733, predictive_accuracy: 0.7801, prior_entropy: 2.8074, relative_absolute_error: 0.8192, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2958, root_relative_squared_error: 0.8455, unweighted_recall: 0.7801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9431, f_measure: 0.7609, kappa: 0.7434, kb_relative_information_score: 0.3368, mean_absolute_error: 0.2006, mean_prior_absolute_error: 0.2449, weighted_recall: 0.7801, number_of_instances: 2310, precision: 0.7733, predictive_accuracy: 0.7801, prior_entropy: 2.8074, relative_absolute_error: 0.8192, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2958, root_relative_squared_error: 0.8455, unweighted_recall: 0.7801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.8546, kappa: 0.8348, kb_relative_information_score: 0.8122, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8584, number_of_instances: 2310, precision: 0.8596, predictive_accuracy: 0.8584, prior_entropy: 2.8074, relative_absolute_error: 0.2989, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.5082, unweighted_recall: 0.8584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9431, f_measure: 0.7609, kappa: 0.7434, kb_relative_information_score: 0.3368, mean_absolute_error: 0.2006, mean_prior_absolute_error: 0.2449, weighted_recall: 0.7801, number_of_instances: 2310, precision: 0.7733, predictive_accuracy: 0.7801, prior_entropy: 2.8074, relative_absolute_error: 0.8192, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2958, root_relative_squared_error: 0.8455, unweighted_recall: 0.7801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.842, kappa: 0.8207, kb_relative_information_score: 0.773, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8463, number_of_instances: 2310, precision: 0.8476, predictive_accuracy: 0.8463, prior_entropy: 2.8074, relative_absolute_error: 0.3582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.5393, unweighted_recall: 0.8463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.842, kappa: 0.8207, kb_relative_information_score: 0.773, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8463, number_of_instances: 2310, precision: 0.8476, predictive_accuracy: 0.8463, prior_entropy: 2.8074, relative_absolute_error: 0.3582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.5393, unweighted_recall: 0.8463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.842, kappa: 0.8207, kb_relative_information_score: 0.773, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.2449, weighted_recall: 0.8463, number_of_instances: 2310, precision: 0.8476, predictive_accuracy: 0.8463, prior_entropy: 2.8074, relative_absolute_error: 0.3582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.5393, unweighted_recall: 0.8463,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

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

OpenML bootcamp

From your own software

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

OpenML APIs