OpenML
Supervised Classification on semeion

Supervised Classification on semeion

Task 9964 Supervised Classification semeion 20292 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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20292 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.9362, kappa: 0.9289, kb_relative_information_score: 1486.1254, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9374, predictive_accuracy: 0.936, prior_entropy: 3.3218, recall: 0.936, relative_absolute_error: 0.0711, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1132, root_relative_squared_error: 0.3772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9693, f_measure: 0.9449, kappa: 0.9386, kb_relative_information_score: 1500.8311, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9459, predictive_accuracy: 0.9448, prior_entropy: 3.3218, recall: 0.9448, relative_absolute_error: 0.0614, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1051, root_relative_squared_error: 0.3504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5057, kappa: 0.0113, kb_relative_information_score: 112.1978, mean_absolute_error: 0.1777, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1117, prior_entropy: 3.3218, recall: 0.1117, relative_absolute_error: 0.987, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4215, root_relative_squared_error: 1.405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7575, f_measure: 0.5573, kappa: 0.5151, kb_relative_information_score: 865.8605, mean_absolute_error: 0.0873, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.5917, predictive_accuracy: 0.5637, prior_entropy: 3.3218, recall: 0.5637, relative_absolute_error: 0.4848, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2954, root_relative_squared_error: 0.9846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9624, kappa: 0.9581, kb_relative_information_score: 1530.1849, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9629, predictive_accuracy: 0.9623, prior_entropy: 3.3218, recall: 0.9623, relative_absolute_error: 0.0419, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0868, root_relative_squared_error: 0.2893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9212, f_measure: 0.8584, kappa: 0.8424, kb_relative_information_score: 1356.3559, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.861, predictive_accuracy: 0.8581, prior_entropy: 3.3218, recall: 0.8581, relative_absolute_error: 0.1576, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1684, root_relative_squared_error: 0.5615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.9536, kappa: 0.9484, kb_relative_information_score: 1515.5037, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9543, predictive_accuracy: 0.9535, prior_entropy: 3.3218, recall: 0.9535, relative_absolute_error: 0.0516, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0964, root_relative_squared_error: 0.3213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9658, f_measure: 0.9388, kappa: 0.9316, kb_relative_information_score: 1490.4169, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9406, predictive_accuracy: 0.9385, prior_entropy: 3.3218, recall: 0.9385, relative_absolute_error: 0.0684, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1109, root_relative_squared_error: 0.3697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5015, kappa: 0.0029, kb_relative_information_score: 99.7382, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1042, prior_entropy: 3.3218, recall: 0.1042, relative_absolute_error: 0.9953, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4233, root_relative_squared_error: 1.4109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7279, f_measure: 0.5141, kappa: 0.4558, kb_relative_information_score: 776.9346, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.5358, predictive_accuracy: 0.5104, prior_entropy: 3.3218, recall: 0.5104, relative_absolute_error: 0.5441, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3129, root_relative_squared_error: 1.0431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9331, kappa: 0.9254, kb_relative_information_score: 1480.8953, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9343, predictive_accuracy: 0.9328, prior_entropy: 3.3218, recall: 0.9328, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.9265, kappa: 0.9177, kb_relative_information_score: 1469.5001, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9289, predictive_accuracy: 0.9259, prior_entropy: 3.3218, recall: 0.9259, relative_absolute_error: 0.0823, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1217, root_relative_squared_error: 0.4057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8736, kappa: 0.8584, kb_relative_information_score: 1380.6916, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8777, predictive_accuracy: 0.8726, prior_entropy: 3.3218, recall: 0.8726, relative_absolute_error: 0.1416, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1596, root_relative_squared_error: 0.5322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6595, f_measure: 0.3873, kappa: 0.319, kb_relative_information_score: 571.9419, mean_absolute_error: 0.1225, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.4118, predictive_accuracy: 0.3873, prior_entropy: 3.3218, recall: 0.3873, relative_absolute_error: 0.6808, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3501, root_relative_squared_error: 1.1668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5018, kappa: 0.0036, kb_relative_information_score: 100.7799, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1048, prior_entropy: 3.3218, recall: 0.1048, relative_absolute_error: 0.9946, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4231, root_relative_squared_error: 1.4104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9599, kappa: 0.9554, kb_relative_information_score: 1525.9892, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9605, predictive_accuracy: 0.9598, prior_entropy: 3.3218, recall: 0.9598, relative_absolute_error: 0.0446, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.2988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9114, f_measure: 0.842, kappa: 0.8228, kb_relative_information_score: 1327.1768, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8507, predictive_accuracy: 0.8406, prior_entropy: 3.3218, recall: 0.8406, relative_absolute_error: 0.1772, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.5953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.9288, kappa: 0.9205, kb_relative_information_score: 1473.5597, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9303, predictive_accuracy: 0.9284, prior_entropy: 3.3218, recall: 0.9284, relative_absolute_error: 0.0795, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1196, root_relative_squared_error: 0.3988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, f_measure: 0.9531, kappa: 0.9477, kb_relative_information_score: 1514.4677, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9539, predictive_accuracy: 0.9529, prior_entropy: 3.3218, recall: 0.9529, relative_absolute_error: 0.0523, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.097, root_relative_squared_error: 0.3235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9665, f_measure: 0.9399, kappa: 0.933, kb_relative_information_score: 1492.4391, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9408, predictive_accuracy: 0.9397, prior_entropy: 3.3218, recall: 0.9397, relative_absolute_error: 0.067, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9599, f_measure: 0.9282, kappa: 0.9198, kb_relative_information_score: 1472.518, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9298, predictive_accuracy: 0.9278, prior_entropy: 3.3218, recall: 0.9278, relative_absolute_error: 0.0802, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1202, root_relative_squared_error: 0.4005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9156, f_measure: 0.8497, kappa: 0.8312, kb_relative_information_score: 1339.7573, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8582, predictive_accuracy: 0.8481, prior_entropy: 3.3218, recall: 0.8481, relative_absolute_error: 0.1688, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1743, root_relative_squared_error: 0.581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9306, f_measure: 0.8775, kappa: 0.8612, kb_relative_information_score: 1384.749, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8843, predictive_accuracy: 0.8751, prior_entropy: 3.3218, recall: 0.8751, relative_absolute_error: 0.1388, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1581, root_relative_squared_error: 0.5269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.8915, kappa: 0.8682, kb_relative_information_score: 1394.9845, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9288, predictive_accuracy: 0.8814, prior_entropy: 3.3218, recall: 0.8814, relative_absolute_error: 0.1318, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.154, root_relative_squared_error: 0.5135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9648, f_measure: 0.9368, kappa: 0.9295, kb_relative_information_score: 1487.1719, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9379, predictive_accuracy: 0.9366, prior_entropy: 3.3218, recall: 0.9366, relative_absolute_error: 0.0704, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1126, root_relative_squared_error: 0.3754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9296, f_measure: 0.885, kappa: 0.8591, kb_relative_information_score: 1381.3863, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9271, predictive_accuracy: 0.8732, prior_entropy: 3.3218, recall: 0.8732, relative_absolute_error: 0.1409, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1593, root_relative_squared_error: 0.5308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5078, kappa: 0.0155, kb_relative_information_score: 118.4458, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1155, prior_entropy: 3.3218, recall: 0.1155, relative_absolute_error: 0.9828, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4206, root_relative_squared_error: 1.402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.913, kappa: 0.9023, kb_relative_information_score: 1446.4323, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.916, predictive_accuracy: 0.9121, prior_entropy: 3.3218, recall: 0.9121, relative_absolute_error: 0.0977, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1326, root_relative_squared_error: 0.4419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6312, f_measure: 0.3378, kappa: 0.2624, kb_relative_information_score: 487.2419, mean_absolute_error: 0.1327, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3624, predictive_accuracy: 0.3365, prior_entropy: 3.3218, recall: 0.3365, relative_absolute_error: 0.7373, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3643, root_relative_squared_error: 1.2143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9104, f_measure: 0.8404, kappa: 0.8207, kb_relative_information_score: 1324.0814, mean_absolute_error: 0.0323, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8509, predictive_accuracy: 0.8387, prior_entropy: 3.3218, recall: 0.8387, relative_absolute_error: 0.1793, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.5988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9624, kappa: 0.9581, kb_relative_information_score: 1530.1849, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.963, predictive_accuracy: 0.9623, prior_entropy: 3.3218, recall: 0.9623, relative_absolute_error: 0.0419, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0868, root_relative_squared_error: 0.2893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.827, f_measure: 0.6895, kappa: 0.654, kb_relative_information_score: 1073.9008, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.6975, predictive_accuracy: 0.6886, prior_entropy: 3.3218, recall: 0.6886, relative_absolute_error: 0.346, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2495, root_relative_squared_error: 0.8318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9331, kappa: 0.9254, kb_relative_information_score: 1480.8953, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9343, predictive_accuracy: 0.9328, prior_entropy: 3.3218, recall: 0.9328, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5318, kappa: 0.0637, kb_relative_information_score: 190.2653, mean_absolute_error: 0.1682, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1588, prior_entropy: 3.3218, recall: 0.1588, relative_absolute_error: 0.9347, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4102, root_relative_squared_error: 1.3672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.8655, kappa: 0.8493, kb_relative_information_score: 1367.0502, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8712, predictive_accuracy: 0.8644, prior_entropy: 3.3218, recall: 0.8644, relative_absolute_error: 0.1507, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1647, root_relative_squared_error: 0.5489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.918, f_measure: 0.8541, kappa: 0.8361, kb_relative_information_score: 1347.0953, mean_absolute_error: 0.0295, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8617, predictive_accuracy: 0.8525, prior_entropy: 3.3218, recall: 0.8525, relative_absolute_error: 0.1639, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1718, root_relative_squared_error: 0.5726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9574, kappa: 0.9526, kb_relative_information_score: 1521.7974, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9581, predictive_accuracy: 0.9573, prior_entropy: 3.3218, recall: 0.9573, relative_absolute_error: 0.0474, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0924, root_relative_squared_error: 0.308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5318, kappa: 0.0637, kb_relative_information_score: 190.2653, mean_absolute_error: 0.1682, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1588, prior_entropy: 3.3218, recall: 0.1588, relative_absolute_error: 0.9347, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4102, root_relative_squared_error: 1.3672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.9313, kappa: 0.9233, kb_relative_information_score: 1477.7506, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9326, predictive_accuracy: 0.9309, prior_entropy: 3.3218, recall: 0.9309, relative_absolute_error: 0.0767, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1175, root_relative_squared_error: 0.3917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5974, kappa: 0.1948, kb_relative_information_score: 385.2896, mean_absolute_error: 0.1448, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.2762, prior_entropy: 3.3218, recall: 0.2762, relative_absolute_error: 0.8042, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3805, root_relative_squared_error: 1.2682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6521, f_measure: 0.3759, kappa: 0.3043, kb_relative_information_score: 549.9504, mean_absolute_error: 0.1252, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.4079, predictive_accuracy: 0.3741, prior_entropy: 3.3218, recall: 0.3741, relative_absolute_error: 0.6954, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3538, root_relative_squared_error: 1.1793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.686, f_measure: 0.4336, kappa: 0.372, kb_relative_information_score: 651.3924, mean_absolute_error: 0.113, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.4628, predictive_accuracy: 0.435, prior_entropy: 3.3218, recall: 0.435, relative_absolute_error: 0.6278, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3361, root_relative_squared_error: 1.1205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9118, f_measure: 0.8584, kappa: 0.8235, kb_relative_information_score: 1327.9394, mean_absolute_error: 0.0318, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9184, predictive_accuracy: 0.8412, prior_entropy: 3.3218, recall: 0.8412, relative_absolute_error: 0.1765, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.5941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9331, kappa: 0.9254, kb_relative_information_score: 1480.8953, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9343, predictive_accuracy: 0.9328, prior_entropy: 3.3218, recall: 0.9328, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4441, kappa: -0.1118, kb_relative_information_score: -72.9061, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.18, number_of_instances: 1593, prior_entropy: 3.3218, relative_absolute_error: 1.1111, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4472, root_relative_squared_error: 1.4907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.8915, kappa: 0.8682, kb_relative_information_score: 1394.9845, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9288, predictive_accuracy: 0.8814, prior_entropy: 3.3218, recall: 0.8814, relative_absolute_error: 0.1318, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.154, root_relative_squared_error: 0.5135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9624, kappa: 0.9581, kb_relative_information_score: 1530.1945, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9629, predictive_accuracy: 0.9623, prior_entropy: 3.3218, recall: 0.9623, relative_absolute_error: 0.0419, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0868, root_relative_squared_error: 0.2893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8762, f_measure: 0.7798, kappa: 0.7524, kb_relative_information_score: 1221.5395, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.7885, predictive_accuracy: 0.7772, prior_entropy: 3.3218, recall: 0.7772, relative_absolute_error: 0.2476, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.7037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.9557, kappa: 0.9505, kb_relative_information_score: 1518.6772, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9577, predictive_accuracy: 0.9554, prior_entropy: 3.3218, recall: 0.9554, relative_absolute_error: 0.0495, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.3147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9693, f_measure: 0.9449, kappa: 0.9386, kb_relative_information_score: 1500.8311, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9459, predictive_accuracy: 0.9448, prior_entropy: 3.3218, recall: 0.9448, relative_absolute_error: 0.0614, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1051, root_relative_squared_error: 0.3504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kappa: -0.0006, kb_relative_information_score: 94.5052, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1011, prior_entropy: 3.3218, recall: 0.1011, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.424, root_relative_squared_error: 1.4134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9233, f_measure: 0.8632, kappa: 0.8465, kb_relative_information_score: 1362.8371, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8691, predictive_accuracy: 0.8619, prior_entropy: 3.3218, recall: 0.8619, relative_absolute_error: 0.1535, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1662, root_relative_squared_error: 0.554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5252, kappa: 0.0505, kb_relative_information_score: 170.5779, mean_absolute_error: 0.1706, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1469, prior_entropy: 3.3218, recall: 0.1469, relative_absolute_error: 0.9479, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4131, root_relative_squared_error: 1.3769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5322, kappa: 0.0644, kb_relative_information_score: 191.3094, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1594, prior_entropy: 3.3218, recall: 0.1594, relative_absolute_error: 0.934, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.41, root_relative_squared_error: 1.3667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.8915, kappa: 0.8682, kb_relative_information_score: 1394.9845, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9288, predictive_accuracy: 0.8814, prior_entropy: 3.3218, recall: 0.8814, relative_absolute_error: 0.1318, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.154, root_relative_squared_error: 0.5135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9331, kappa: 0.9254, kb_relative_information_score: 1480.8953, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9343, predictive_accuracy: 0.9328, prior_entropy: 3.3218, recall: 0.9328, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8181, f_measure: 0.6582, kappa: 0.6363, kb_relative_information_score: 1046.2215, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8158, predictive_accuracy: 0.6729, prior_entropy: 3.3218, recall: 0.6729, relative_absolute_error: 0.3634, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2558, root_relative_squared_error: 0.8525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9194, f_measure: 0.8571, kappa: 0.8389, kb_relative_information_score: 1351.2626, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8655, predictive_accuracy: 0.855, prior_entropy: 3.3218, recall: 0.855, relative_absolute_error: 0.1611, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1703, root_relative_squared_error: 0.5677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.9321, kappa: 0.924, kb_relative_information_score: 1478.8997, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9345, predictive_accuracy: 0.9316, prior_entropy: 3.3218, recall: 0.9316, relative_absolute_error: 0.076, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.117, root_relative_squared_error: 0.3899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5308, kappa: 0.0616, kb_relative_information_score: 187.1425, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1569, prior_entropy: 3.3218, recall: 0.1569, relative_absolute_error: 0.9368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4106, root_relative_squared_error: 1.3688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.9557, kappa: 0.9505, kb_relative_information_score: 1518.6772, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9577, predictive_accuracy: 0.9554, prior_entropy: 3.3218, recall: 0.9554, relative_absolute_error: 0.0495, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.3147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6445, f_measure: 0.3594, kappa: 0.289, kb_relative_information_score: 526.905, mean_absolute_error: 0.1279, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3831, predictive_accuracy: 0.3603, prior_entropy: 3.3218, recall: 0.3603, relative_absolute_error: 0.7108, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3577, root_relative_squared_error: 1.1923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7324, f_measure: 0.5132, kappa: 0.4649, kb_relative_information_score: 790.5086, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.5442, predictive_accuracy: 0.5185, prior_entropy: 3.3218, recall: 0.5185, relative_absolute_error: 0.535, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3103, root_relative_squared_error: 1.0344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9637, f_measure: 0.9349, kappa: 0.9275, kb_relative_information_score: 1484.0471, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9359, predictive_accuracy: 0.9347, prior_entropy: 3.3218, recall: 0.9347, relative_absolute_error: 0.0725, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.3809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6459, f_measure: 0.3645, kappa: 0.2918, kb_relative_information_score: 531.1899, mean_absolute_error: 0.1274, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.391, predictive_accuracy: 0.3628, prior_entropy: 3.3218, recall: 0.3628, relative_absolute_error: 0.708, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.357, root_relative_squared_error: 1.1899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5105, kappa: 0.0211, kb_relative_information_score: 126.7606, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1205, prior_entropy: 3.3218, recall: 0.1205, relative_absolute_error: 0.9772, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4194, root_relative_squared_error: 1.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5308, kappa: 0.0616, kb_relative_information_score: 187.1425, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1569, prior_entropy: 3.3218, recall: 0.1569, relative_absolute_error: 0.9368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4106, root_relative_squared_error: 1.3688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5242, kappa: 0.0483, kb_relative_information_score: 167.3569, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.145, prior_entropy: 3.3218, recall: 0.145, relative_absolute_error: 0.95, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4135, root_relative_squared_error: 1.3784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6434, f_measure: 0.359, kappa: 0.2869, kb_relative_information_score: 523.8259, mean_absolute_error: 0.1283, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3795, predictive_accuracy: 0.3584, prior_entropy: 3.3218, recall: 0.3584, relative_absolute_error: 0.7129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3582, root_relative_squared_error: 1.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9611, kappa: 0.9568, kb_relative_information_score: 1528.0894, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9615, predictive_accuracy: 0.9611, prior_entropy: 3.3218, recall: 0.9611, relative_absolute_error: 0.0432, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0882, root_relative_squared_error: 0.2941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.9415, kappa: 0.9344, kb_relative_information_score: 1494.6869, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9431, predictive_accuracy: 0.941, prior_entropy: 3.3218, recall: 0.941, relative_absolute_error: 0.0656, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.3621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.9294, kappa: 0.9212, kb_relative_information_score: 1474.6063, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9309, predictive_accuracy: 0.9291, prior_entropy: 3.3218, recall: 0.9291, relative_absolute_error: 0.0788, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1191, root_relative_squared_error: 0.397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9331, kappa: 0.9254, kb_relative_information_score: 1480.8953, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9343, predictive_accuracy: 0.9328, prior_entropy: 3.3218, recall: 0.9328, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7125, kappa: 0.4252, kb_relative_information_score: 729.9575, mean_absolute_error: 0.1033, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.4834, prior_entropy: 3.3218, recall: 0.4834, relative_absolute_error: 0.574, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3214, root_relative_squared_error: 1.0715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.664, f_measure: 0.3943, kappa: 0.3281, kb_relative_information_score: 585.4508, mean_absolute_error: 0.1209, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.4197, predictive_accuracy: 0.3955, prior_entropy: 3.3218, recall: 0.3955, relative_absolute_error: 0.6717, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3477, root_relative_squared_error: 1.1591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9331, kappa: 0.9254, kb_relative_information_score: 1480.8953, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9343, predictive_accuracy: 0.9328, prior_entropy: 3.3218, recall: 0.9328, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9432, f_measure: 0.9033, kappa: 0.8863, kb_relative_information_score: 1422.2022, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9284, predictive_accuracy: 0.8977, prior_entropy: 3.3218, recall: 0.8977, relative_absolute_error: 0.1137, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.4769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9637, f_measure: 0.9349, kappa: 0.9275, kb_relative_information_score: 1484.0545, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9359, predictive_accuracy: 0.9347, prior_entropy: 3.3218, recall: 0.9347, relative_absolute_error: 0.0725, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.3809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9637, f_measure: 0.9349, kappa: 0.9275, kb_relative_information_score: 1484.0471, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9359, predictive_accuracy: 0.9347, prior_entropy: 3.3218, recall: 0.9347, relative_absolute_error: 0.0725, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.3809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5074, kappa: 0.0148, kb_relative_information_score: 117.4159, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1149, prior_entropy: 3.3218, recall: 0.1149, relative_absolute_error: 0.9835, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4207, root_relative_squared_error: 1.4025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9693, f_measure: 0.9449, kappa: 0.9386, kb_relative_information_score: 1500.8311, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9459, predictive_accuracy: 0.9448, prior_entropy: 3.3218, recall: 0.9448, relative_absolute_error: 0.0614, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1051, root_relative_squared_error: 0.3504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5315, kappa: 0.063, kb_relative_information_score: 189.2236, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1582, prior_entropy: 3.3218, recall: 0.1582, relative_absolute_error: 0.9354, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4103, root_relative_squared_error: 1.3677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9331, kappa: 0.9254, kb_relative_information_score: 1480.8953, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9343, predictive_accuracy: 0.9328, prior_entropy: 3.3218, recall: 0.9328, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.9555, kappa: 0.9505, kb_relative_information_score: 1518.6505, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9563, predictive_accuracy: 0.9554, prior_entropy: 3.3218, recall: 0.9554, relative_absolute_error: 0.0495, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.3147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.664, f_measure: 0.3953, kappa: 0.3281, kb_relative_information_score: 585.5324, mean_absolute_error: 0.1209, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.4195, predictive_accuracy: 0.3955, prior_entropy: 3.3218, recall: 0.3955, relative_absolute_error: 0.6717, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3477, root_relative_squared_error: 1.1591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9637, f_measure: 0.9349, kappa: 0.9275, kb_relative_information_score: 1484.0545, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9359, predictive_accuracy: 0.9347, prior_entropy: 3.3218, recall: 0.9347, relative_absolute_error: 0.0725, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.3809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6396, f_measure: 0.3512, kappa: 0.2792, kb_relative_information_score: 512.3354, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3756, predictive_accuracy: 0.3515, prior_entropy: 3.3218, recall: 0.3515, relative_absolute_error: 0.7205, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3601, root_relative_squared_error: 1.2004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.963, kappa: 0.9588, kb_relative_information_score: 1531.2362, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9635, predictive_accuracy: 0.963, prior_entropy: 3.3218, recall: 0.963, relative_absolute_error: 0.0412, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0861, root_relative_squared_error: 0.2869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.8915, kappa: 0.8682, kb_relative_information_score: 1394.9845, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9288, predictive_accuracy: 0.8814, prior_entropy: 3.3218, recall: 0.8814, relative_absolute_error: 0.1318, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.154, root_relative_squared_error: 0.5135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.909, f_measure: 0.8541, kappa: 0.8179, kb_relative_information_score: 1319.5644, mean_absolute_error: 0.0328, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9161, predictive_accuracy: 0.8362, prior_entropy: 3.3218, recall: 0.8362, relative_absolute_error: 0.182, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.181, root_relative_squared_error: 0.6034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9665, f_measure: 0.9399, kappa: 0.933, kb_relative_information_score: 1492.4366, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9408, predictive_accuracy: 0.9397, prior_entropy: 3.3218, recall: 0.9397, relative_absolute_error: 0.067, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9637, f_measure: 0.9349, kappa: 0.9275, kb_relative_information_score: 1484.0471, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9359, predictive_accuracy: 0.9347, prior_entropy: 3.3218, recall: 0.9347, relative_absolute_error: 0.0725, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.3809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6908, kappa: 0.3819, kb_relative_information_score: 665.1954, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.4444, prior_entropy: 3.3218, recall: 0.4444, relative_absolute_error: 0.6173, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3333, root_relative_squared_error: 1.1111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.444, kappa: -0.1121, kb_relative_information_score: -72.9061, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.18, number_of_instances: 1593, prior_entropy: 3.3218, relative_absolute_error: 1.1111, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4472, root_relative_squared_error: 1.4907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.9355, kappa: 0.9282, kb_relative_information_score: 1485.101, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9365, predictive_accuracy: 0.9353, prior_entropy: 3.3218, recall: 0.9353, relative_absolute_error: 0.0718, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1137, root_relative_squared_error: 0.3791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5119, kappa: 0.0239, kb_relative_information_score: 130.9322, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.123, prior_entropy: 3.3218, recall: 0.123, relative_absolute_error: 0.9744, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4188, root_relative_squared_error: 1.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.9557, kappa: 0.9505, kb_relative_information_score: 1518.6772, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9577, predictive_accuracy: 0.9554, prior_entropy: 3.3218, recall: 0.9554, relative_absolute_error: 0.0495, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.3147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.9405, kappa: 0.9337, kb_relative_information_score: 1493.4856, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9414, predictive_accuracy: 0.9404, prior_entropy: 3.3218, recall: 0.9404, relative_absolute_error: 0.0663, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5658, kappa: 0.1316, kb_relative_information_score: 291.4728, mean_absolute_error: 0.1561, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.2197, prior_entropy: 3.3218, recall: 0.2197, relative_absolute_error: 0.867, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.395, root_relative_squared_error: 1.3168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8919, f_measure: 0.8084, kappa: 0.7838, kb_relative_information_score: 1268.4644, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8251, predictive_accuracy: 0.8054, prior_entropy: 3.3218, recall: 0.8054, relative_absolute_error: 0.2162, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.6576,

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