OpenML
Supervised Classification on letter

Supervised Classification on letter

Task 6 Supervised Classification letter 35040 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_73 study_98 study_99 under100k under1m
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35040 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.927, kappa: 0.9239, kb_relative_information_score: 17358.6928, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9283, predictive_accuracy: 0.9268, prior_entropy: 4.6998, recall: 0.9268, relative_absolute_error: 0.2761, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0828, root_relative_squared_error: 0.4304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9353, kappa: 0.9326, kb_relative_information_score: 17570.4973, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9362, predictive_accuracy: 0.9352, prior_entropy: 4.6998, recall: 0.9352, relative_absolute_error: 0.2594, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0791, root_relative_squared_error: 0.4115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9471, kappa: 0.9449, kb_relative_information_score: 17668.3345, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9478, predictive_accuracy: 0.947, prior_entropy: 4.6998, recall: 0.947, relative_absolute_error: 0.2539, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0768, root_relative_squared_error: 0.3994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.8958, kappa: 0.8915, kb_relative_information_score: 18224.7574, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.896, predictive_accuracy: 0.8957, prior_entropy: 4.6998, recall: 0.8957, relative_absolute_error: 0.1529, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0742, root_relative_squared_error: 0.3857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9171, kappa: 0.9137, kb_relative_information_score: 18037.9136, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9176, predictive_accuracy: 0.917, prior_entropy: 4.6998, recall: 0.917, relative_absolute_error: 0.1972, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0731, root_relative_squared_error: 0.3803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9335, kappa: 0.9307, kb_relative_information_score: 17459.0808, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9345, predictive_accuracy: 0.9334, prior_entropy: 4.6998, recall: 0.9334, relative_absolute_error: 0.2694, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0809, root_relative_squared_error: 0.4208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9433, kappa: 0.9409, kb_relative_information_score: 17476.6405, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9442, predictive_accuracy: 0.9432, prior_entropy: 4.6998, recall: 0.9432, relative_absolute_error: 0.272, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0798, root_relative_squared_error: 0.4147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9296, kappa: 0.9266, kb_relative_information_score: 17242.0335, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.931, predictive_accuracy: 0.9295, prior_entropy: 4.6998, recall: 0.9295, relative_absolute_error: 0.2903, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0842, root_relative_squared_error: 0.4381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9293, kappa: 0.9264, kb_relative_information_score: 18111.5818, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9298, predictive_accuracy: 0.9292, prior_entropy: 4.6998, recall: 0.9292, relative_absolute_error: 0.1929, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0718, root_relative_squared_error: 0.3735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9624, kappa: 0.9608, kb_relative_information_score: 17671.2631, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9628, predictive_accuracy: 0.9624, prior_entropy: 4.6998, recall: 0.9624, relative_absolute_error: 0.2648, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0751, root_relative_squared_error: 0.3908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9413, kappa: 0.9388, kb_relative_information_score: 16889.6599, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9424, predictive_accuracy: 0.9412, prior_entropy: 4.6998, recall: 0.9412, relative_absolute_error: 0.3307, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0884, root_relative_squared_error: 0.4596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9413, kappa: 0.9388, kb_relative_information_score: 17196.2359, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9424, predictive_accuracy: 0.9412, prior_entropy: 4.6998, recall: 0.9412, relative_absolute_error: 0.3002, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0842, root_relative_squared_error: 0.4379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9394, kappa: 0.9369, kb_relative_information_score: 18229.7864, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9397, predictive_accuracy: 0.9393, prior_entropy: 4.6998, recall: 0.9393, relative_absolute_error: 0.1877, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0686, root_relative_squared_error: 0.3569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9392, kappa: 0.9367, kb_relative_information_score: 18085.008, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9397, predictive_accuracy: 0.9392, prior_entropy: 4.6998, recall: 0.9392, relative_absolute_error: 0.2027, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0712, root_relative_squared_error: 0.3702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9375, kappa: 0.9349, kb_relative_information_score: 17301.6354, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9386, predictive_accuracy: 0.9374, prior_entropy: 4.6998, recall: 0.9374, relative_absolute_error: 0.2878, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.083, root_relative_squared_error: 0.4314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9396, kappa: 0.937, kb_relative_information_score: 17461.4162, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9405, predictive_accuracy: 0.9395, prior_entropy: 4.6998, recall: 0.9395, relative_absolute_error: 0.272, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0806, root_relative_squared_error: 0.4193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9302, kappa: 0.9272, kb_relative_information_score: 17460.4658, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9312, predictive_accuracy: 0.93, prior_entropy: 4.6998, recall: 0.93, relative_absolute_error: 0.2682, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0811, root_relative_squared_error: 0.4216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9227, kappa: 0.9193, kb_relative_information_score: 16584.9326, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9248, predictive_accuracy: 0.9225, prior_entropy: 4.6998, recall: 0.9225, relative_absolute_error: 0.3511, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0932, root_relative_squared_error: 0.4847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9317, kappa: 0.9288, kb_relative_information_score: 17761.1586, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9326, predictive_accuracy: 0.9316, prior_entropy: 4.6998, recall: 0.9316, relative_absolute_error: 0.2362, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0764, root_relative_squared_error: 0.3971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9271, kappa: 0.924, kb_relative_information_score: 16721.3235, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9288, predictive_accuracy: 0.927, prior_entropy: 4.6998, recall: 0.927, relative_absolute_error: 0.34, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.4748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9178, kappa: 0.9142, kb_relative_information_score: 17483.4354, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.919, predictive_accuracy: 0.9175, prior_entropy: 4.6998, recall: 0.9175, relative_absolute_error: 0.2587, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0813, root_relative_squared_error: 0.4229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9408, kappa: 0.9383, kb_relative_information_score: 17812.8527, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9416, predictive_accuracy: 0.9407, prior_entropy: 4.6998, recall: 0.9407, relative_absolute_error: 0.236, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0749, root_relative_squared_error: 0.3893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9418, kappa: 0.9394, kb_relative_information_score: 17953.9378, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9425, predictive_accuracy: 0.9417, prior_entropy: 4.6998, recall: 0.9417, relative_absolute_error: 0.221, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0726, root_relative_squared_error: 0.3777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9399, kappa: 0.9373, kb_relative_information_score: 16874.4001, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9411, predictive_accuracy: 0.9398, prior_entropy: 4.6998, recall: 0.9398, relative_absolute_error: 0.332, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0886, root_relative_squared_error: 0.4606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9378, kappa: 0.9352, kb_relative_information_score: 17968.8835, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9385, predictive_accuracy: 0.9377, prior_entropy: 4.6998, recall: 0.9377, relative_absolute_error: 0.2172, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0727, root_relative_squared_error: 0.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9348, kappa: 0.932, kb_relative_information_score: 17409.2481, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.936, predictive_accuracy: 0.9347, prior_entropy: 4.6998, recall: 0.9347, relative_absolute_error: 0.2758, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0816, root_relative_squared_error: 0.4241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9258, kappa: 0.9227, kb_relative_information_score: 16721.1565, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9276, predictive_accuracy: 0.9257, prior_entropy: 4.6998, recall: 0.9257, relative_absolute_error: 0.3399, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9408, kappa: 0.9383, kb_relative_information_score: 17814.3998, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9415, predictive_accuracy: 0.9407, prior_entropy: 4.6998, recall: 0.9407, relative_absolute_error: 0.2361, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0748, root_relative_squared_error: 0.3892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9343, kappa: 0.9316, kb_relative_information_score: 17210.2478, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9356, predictive_accuracy: 0.9342, prior_entropy: 4.6998, recall: 0.9342, relative_absolute_error: 0.2956, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9647, kappa: 0.9632, kb_relative_information_score: 18083.6435, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.965, predictive_accuracy: 0.9647, prior_entropy: 4.6998, recall: 0.9647, relative_absolute_error: 0.2203, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0683, root_relative_squared_error: 0.3552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9622, kappa: 0.9606, kb_relative_information_score: 17697.8382, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9626, predictive_accuracy: 0.9622, prior_entropy: 4.6998, recall: 0.9622, relative_absolute_error: 0.2623, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0746, root_relative_squared_error: 0.3881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9263, kappa: 0.9232, kb_relative_information_score: 17867.4244, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.927, predictive_accuracy: 0.9262, prior_entropy: 4.6998, recall: 0.9262, relative_absolute_error: 0.2222, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0751, root_relative_squared_error: 0.3903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9472, kappa: 0.945, kb_relative_information_score: 17420.0102, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9481, predictive_accuracy: 0.9471, prior_entropy: 4.6998, recall: 0.9471, relative_absolute_error: 0.2775, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0808, root_relative_squared_error: 0.42,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9618, kappa: 0.9603, kb_relative_information_score: 18067.7322, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9622, predictive_accuracy: 0.9618, prior_entropy: 4.6998, recall: 0.9618, relative_absolute_error: 0.2196, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0691, root_relative_squared_error: 0.3594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9244, kappa: 0.9213, kb_relative_information_score: 17995.3615, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.925, predictive_accuracy: 0.9243, prior_entropy: 4.6998, recall: 0.9243, relative_absolute_error: 0.2054, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0732, root_relative_squared_error: 0.3808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9537, kappa: 0.9518, kb_relative_information_score: 17862.876, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9542, predictive_accuracy: 0.9537, prior_entropy: 4.6998, recall: 0.9537, relative_absolute_error: 0.235, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0732, root_relative_squared_error: 0.3807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9288, kappa: 0.9258, kb_relative_information_score: 18140.8155, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9292, predictive_accuracy: 0.9287, prior_entropy: 4.6998, recall: 0.9287, relative_absolute_error: 0.1901, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0708, root_relative_squared_error: 0.3682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9576, kappa: 0.9559, kb_relative_information_score: 18321.8799, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9579, predictive_accuracy: 0.9576, prior_entropy: 4.6998, recall: 0.9576, relative_absolute_error: 0.1875, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0654, root_relative_squared_error: 0.3403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9603, kappa: 0.9587, kb_relative_information_score: 18209.1223, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9606, predictive_accuracy: 0.9603, prior_entropy: 4.6998, recall: 0.9603, relative_absolute_error: 0.2026, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.067, root_relative_squared_error: 0.3484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9488, kappa: 0.9466, kb_relative_information_score: 18091.6841, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9492, predictive_accuracy: 0.9487, prior_entropy: 4.6998, recall: 0.9487, relative_absolute_error: 0.2076, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0702, root_relative_squared_error: 0.3651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9464, kappa: 0.9442, kb_relative_information_score: 18732.3683, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9465, predictive_accuracy: 0.9464, prior_entropy: 4.6998, recall: 0.9464, relative_absolute_error: 0.1322, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0598, root_relative_squared_error: 0.3109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9415, kappa: 0.9391, kb_relative_information_score: 18514.8107, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9417, predictive_accuracy: 0.9414, prior_entropy: 4.6998, recall: 0.9414, relative_absolute_error: 0.1548, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0636, root_relative_squared_error: 0.3306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9064, kappa: 0.9025, kb_relative_information_score: 18427.9869, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9066, predictive_accuracy: 0.9063, prior_entropy: 4.6998, recall: 0.9063, relative_absolute_error: 0.1381, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0707, root_relative_squared_error: 0.3676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.8866, kappa: 0.882, kb_relative_information_score: 18039.0319, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.887, predictive_accuracy: 0.8865, prior_entropy: 4.6998, recall: 0.8865, relative_absolute_error: 0.1722, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0774, root_relative_squared_error: 0.4024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9357, kappa: 0.933, kb_relative_information_score: 17683.7741, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9367, predictive_accuracy: 0.9356, prior_entropy: 4.6998, recall: 0.9356, relative_absolute_error: 0.2462, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0774, root_relative_squared_error: 0.4027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9317, kappa: 0.9289, kb_relative_information_score: 18218.2477, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9321, predictive_accuracy: 0.9317, prior_entropy: 4.6998, recall: 0.9317, relative_absolute_error: 0.183, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0698, root_relative_squared_error: 0.3632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9387, kappa: 0.9361, kb_relative_information_score: 18099.5234, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9392, predictive_accuracy: 0.9386, prior_entropy: 4.6998, recall: 0.9386, relative_absolute_error: 0.2029, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0706, root_relative_squared_error: 0.3674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9239, kappa: 0.9207, kb_relative_information_score: 17746.2307, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9249, predictive_accuracy: 0.9238, prior_entropy: 4.6998, recall: 0.9238, relative_absolute_error: 0.2329, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0771, root_relative_squared_error: 0.4011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9349, kappa: 0.9321, kb_relative_information_score: 17963.8659, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9354, predictive_accuracy: 0.9348, prior_entropy: 4.6998, recall: 0.9348, relative_absolute_error: 0.2167, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.073, root_relative_squared_error: 0.3795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9521, kappa: 0.9501, kb_relative_information_score: 17621.878, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9527, predictive_accuracy: 0.952, prior_entropy: 4.6998, recall: 0.952, relative_absolute_error: 0.2606, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.077, root_relative_squared_error: 0.4006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9437, kappa: 0.9413, kb_relative_information_score: 17778.1406, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9444, predictive_accuracy: 0.9436, prior_entropy: 4.6998, recall: 0.9436, relative_absolute_error: 0.2408, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0754, root_relative_squared_error: 0.3919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9408, kappa: 0.9384, kb_relative_information_score: 18492.1187, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.941, predictive_accuracy: 0.9408, prior_entropy: 4.6998, recall: 0.9408, relative_absolute_error: 0.1575, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0644, root_relative_squared_error: 0.3349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9258, kappa: 0.9226, kb_relative_information_score: 17916.7504, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9265, predictive_accuracy: 0.9256, prior_entropy: 4.6998, recall: 0.9256, relative_absolute_error: 0.215, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0744, root_relative_squared_error: 0.3867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9343, kappa: 0.9316, kb_relative_information_score: 17570.1366, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9352, predictive_accuracy: 0.9342, prior_entropy: 4.6998, recall: 0.9342, relative_absolute_error: 0.2583, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0793, root_relative_squared_error: 0.4121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9473, kappa: 0.9451, kb_relative_information_score: 18465.1056, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9476, predictive_accuracy: 0.9473, prior_entropy: 4.6998, recall: 0.9473, relative_absolute_error: 0.1637, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0641, root_relative_squared_error: 0.3333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9271, kappa: 0.9241, kb_relative_information_score: 18008.0403, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9277, predictive_accuracy: 0.927, prior_entropy: 4.6998, recall: 0.927, relative_absolute_error: 0.2047, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.073, root_relative_squared_error: 0.3796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9298, kappa: 0.9268, kb_relative_information_score: 17657.6521, mean_absolute_error: 0.0183, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9306, predictive_accuracy: 0.9296, prior_entropy: 4.6998, recall: 0.9296, relative_absolute_error: 0.2473, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.4064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9378, kappa: 0.9352, kb_relative_information_score: 18027.9887, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9383, predictive_accuracy: 0.9377, prior_entropy: 4.6998, recall: 0.9377, relative_absolute_error: 0.2104, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0718, root_relative_squared_error: 0.3734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9451, kappa: 0.9428, kb_relative_information_score: 17929.5996, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9457, predictive_accuracy: 0.945, prior_entropy: 4.6998, recall: 0.945, relative_absolute_error: 0.2238, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0729, root_relative_squared_error: 0.3788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9277, kappa: 0.9246, kb_relative_information_score: 18056.9235, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9283, predictive_accuracy: 0.9276, prior_entropy: 4.6998, recall: 0.9276, relative_absolute_error: 0.2001, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0721, root_relative_squared_error: 0.3751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9308, kappa: 0.9279, kb_relative_information_score: 17536.9597, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9318, predictive_accuracy: 0.9307, prior_entropy: 4.6998, recall: 0.9307, relative_absolute_error: 0.2605, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0799, root_relative_squared_error: 0.4156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9338, kappa: 0.931, kb_relative_information_score: 17544.1046, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9348, predictive_accuracy: 0.9337, prior_entropy: 4.6998, recall: 0.9337, relative_absolute_error: 0.2594, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0798, root_relative_squared_error: 0.4147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9577, kappa: 0.956, kb_relative_information_score: 17846.0012, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9582, predictive_accuracy: 0.9577, prior_entropy: 4.6998, recall: 0.9577, relative_absolute_error: 0.2406, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0731, root_relative_squared_error: 0.3801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9411, kappa: 0.9386, kb_relative_information_score: 17231.9206, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9421, predictive_accuracy: 0.941, prior_entropy: 4.6998, recall: 0.941, relative_absolute_error: 0.2968, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0837, root_relative_squared_error: 0.4353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9574, kappa: 0.9557, kb_relative_information_score: 17733.0012, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9579, predictive_accuracy: 0.9574, prior_entropy: 4.6998, recall: 0.9574, relative_absolute_error: 0.2547, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0748, root_relative_squared_error: 0.3892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9483, kappa: 0.9462, kb_relative_information_score: 17703.5307, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.949, predictive_accuracy: 0.9483, prior_entropy: 4.6998, recall: 0.9483, relative_absolute_error: 0.2512, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0763, root_relative_squared_error: 0.3967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9347, kappa: 0.9319, kb_relative_information_score: 17874.6738, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9354, predictive_accuracy: 0.9345, prior_entropy: 4.6998, recall: 0.9345, relative_absolute_error: 0.224, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0746, root_relative_squared_error: 0.388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9523, kappa: 0.9503, kb_relative_information_score: 17830.0152, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9529, predictive_accuracy: 0.9523, prior_entropy: 4.6998, recall: 0.9523, relative_absolute_error: 0.2401, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0737, root_relative_squared_error: 0.3833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9491, kappa: 0.947, kb_relative_information_score: 17291.1483, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9499, predictive_accuracy: 0.949, prior_entropy: 4.6998, recall: 0.949, relative_absolute_error: 0.2957, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0822, root_relative_squared_error: 0.4276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9376, kappa: 0.935, kb_relative_information_score: 17763.9551, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9384, predictive_accuracy: 0.9375, prior_entropy: 4.6998, recall: 0.9375, relative_absolute_error: 0.2396, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0761, root_relative_squared_error: 0.3958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9586, kappa: 0.9569, kb_relative_information_score: 17914.7931, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.959, predictive_accuracy: 0.9586, prior_entropy: 4.6998, recall: 0.9586, relative_absolute_error: 0.2325, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0719, root_relative_squared_error: 0.374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9512, kappa: 0.9492, kb_relative_information_score: 17403.8328, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.952, predictive_accuracy: 0.9512, prior_entropy: 4.6998, recall: 0.9512, relative_absolute_error: 0.2845, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0805, root_relative_squared_error: 0.4185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.929, kappa: 0.926, kb_relative_information_score: 16791.7961, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9307, predictive_accuracy: 0.9289, prior_entropy: 4.6998, recall: 0.9289, relative_absolute_error: 0.3343, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0903, root_relative_squared_error: 0.4696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.942, kappa: 0.9395, kb_relative_information_score: 17967.5357, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9427, predictive_accuracy: 0.9419, prior_entropy: 4.6998, recall: 0.9419, relative_absolute_error: 0.2188, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0724, root_relative_squared_error: 0.3767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9512, kappa: 0.9492, kb_relative_information_score: 17573.2207, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9518, predictive_accuracy: 0.9512, prior_entropy: 4.6998, recall: 0.9512, relative_absolute_error: 0.2651, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0782, root_relative_squared_error: 0.4065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9361, kappa: 0.9334, kb_relative_information_score: 17846.5935, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9369, predictive_accuracy: 0.936, prior_entropy: 4.6998, recall: 0.936, relative_absolute_error: 0.2298, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0748, root_relative_squared_error: 0.3891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9422, kappa: 0.9398, kb_relative_information_score: 17812.1327, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9429, predictive_accuracy: 0.9422, prior_entropy: 4.6998, recall: 0.9422, relative_absolute_error: 0.2349, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.075, root_relative_squared_error: 0.3901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9422, kappa: 0.9398, kb_relative_information_score: 18432.7907, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9425, predictive_accuracy: 0.9421, prior_entropy: 4.6998, recall: 0.9421, relative_absolute_error: 0.1656, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0648, root_relative_squared_error: 0.3368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9591, kappa: 0.9575, kb_relative_information_score: 18113.789, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9595, predictive_accuracy: 0.9591, prior_entropy: 4.6998, recall: 0.9591, relative_absolute_error: 0.2128, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0685, root_relative_squared_error: 0.3563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9406, kappa: 0.9381, kb_relative_information_score: 18187.4537, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.941, predictive_accuracy: 0.9405, prior_entropy: 4.6998, recall: 0.9405, relative_absolute_error: 0.1919, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0695, root_relative_squared_error: 0.3614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9411, kappa: 0.9386, kb_relative_information_score: 17596.6159, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9419, predictive_accuracy: 0.941, prior_entropy: 4.6998, recall: 0.941, relative_absolute_error: 0.2592, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0785, root_relative_squared_error: 0.4079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.929, kappa: 0.9261, kb_relative_information_score: 18123.8007, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9295, predictive_accuracy: 0.9289, prior_entropy: 4.6998, recall: 0.9289, relative_absolute_error: 0.194, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0708, root_relative_squared_error: 0.3684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9539, kappa: 0.952, kb_relative_information_score: 17568.1321, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9546, predictive_accuracy: 0.9539, prior_entropy: 4.6998, recall: 0.9539, relative_absolute_error: 0.27, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0777, root_relative_squared_error: 0.4039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9371, kappa: 0.9345, kb_relative_information_score: 17849.6374, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9379, predictive_accuracy: 0.937, prior_entropy: 4.6998, recall: 0.937, relative_absolute_error: 0.2297, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0747, root_relative_squared_error: 0.3886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9434, kappa: 0.9411, kb_relative_information_score: 17889.6203, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9441, predictive_accuracy: 0.9434, prior_entropy: 4.6998, recall: 0.9434, relative_absolute_error: 0.2282, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0736, root_relative_squared_error: 0.3825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.938, kappa: 0.9355, kb_relative_information_score: 17974.4703, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9387, predictive_accuracy: 0.938, prior_entropy: 4.6998, recall: 0.938, relative_absolute_error: 0.2171, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0726, root_relative_squared_error: 0.3774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.94, kappa: 0.9375, kb_relative_information_score: 17611.6025, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9409, predictive_accuracy: 0.9399, prior_entropy: 4.6998, recall: 0.9399, relative_absolute_error: 0.2552, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0784, root_relative_squared_error: 0.4077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9392, kappa: 0.9367, kb_relative_information_score: 18090.4356, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9397, predictive_accuracy: 0.9392, prior_entropy: 4.6998, recall: 0.9392, relative_absolute_error: 0.2025, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0709, root_relative_squared_error: 0.3688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9409, kappa: 0.9384, kb_relative_information_score: 17373.2792, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9419, predictive_accuracy: 0.9408, prior_entropy: 4.6998, recall: 0.9408, relative_absolute_error: 0.279, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0819, root_relative_squared_error: 0.4258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9527, kappa: 0.9507, kb_relative_information_score: 17708.8325, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9533, predictive_accuracy: 0.9526, prior_entropy: 4.6998, recall: 0.9526, relative_absolute_error: 0.2538, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0758, root_relative_squared_error: 0.3941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9375, kappa: 0.9349, kb_relative_information_score: 18035.6574, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.938, predictive_accuracy: 0.9375, prior_entropy: 4.6998, recall: 0.9375, relative_absolute_error: 0.2072, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0721, root_relative_squared_error: 0.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9591, kappa: 0.9575, kb_relative_information_score: 17931.2375, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9595, predictive_accuracy: 0.9591, prior_entropy: 4.6998, recall: 0.9591, relative_absolute_error: 0.2315, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0716, root_relative_squared_error: 0.3724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9376, kappa: 0.9349, kb_relative_information_score: 17497.8202, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9386, predictive_accuracy: 0.9375, prior_entropy: 4.6998, recall: 0.9375, relative_absolute_error: 0.2681, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0801, root_relative_squared_error: 0.4164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9318, kappa: 0.929, kb_relative_information_score: 18238.2947, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9322, predictive_accuracy: 0.9317, prior_entropy: 4.6998, recall: 0.9317, relative_absolute_error: 0.1812, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.069, root_relative_squared_error: 0.3589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9272, kappa: 0.9241, kb_relative_information_score: 17948.1587, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9279, predictive_accuracy: 0.927, prior_entropy: 4.6998, recall: 0.927, relative_absolute_error: 0.2142, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0736, root_relative_squared_error: 0.3828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9266, kappa: 0.9235, kb_relative_information_score: 17449.1333, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9278, predictive_accuracy: 0.9264, prior_entropy: 4.6998, recall: 0.9264, relative_absolute_error: 0.2676, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0814, root_relative_squared_error: 0.4235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9298, kappa: 0.9268, kb_relative_information_score: 17533.7774, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9308, predictive_accuracy: 0.9296, prior_entropy: 4.6998, recall: 0.9296, relative_absolute_error: 0.2604, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.08, root_relative_squared_error: 0.4161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9104, kappa: 0.9068, kb_relative_information_score: 18165.8914, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9108, predictive_accuracy: 0.9104, prior_entropy: 4.6998, recall: 0.9104, relative_absolute_error: 0.1759, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0723, root_relative_squared_error: 0.3759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9236, kappa: 0.9204, kb_relative_information_score: 17830.9604, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9245, predictive_accuracy: 0.9235, prior_entropy: 4.6998, recall: 0.9235, relative_absolute_error: 0.224, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0758, root_relative_squared_error: 0.3944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9512, kappa: 0.9491, kb_relative_information_score: 18028.1553, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9516, predictive_accuracy: 0.9511, prior_entropy: 4.6998, recall: 0.9511, relative_absolute_error: 0.2167, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0707, root_relative_squared_error: 0.3678,

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