Task
Supervised Classification on pendigits

Supervised Classification on pendigits

Task 32 Supervised Classification pendigits 18371 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_98 study_99 under100k under1m
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18371 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.929, kappa: 0.921, kb_relative_information_score: 9849.1043, mean_absolute_error: 0.0324, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9293, predictive_accuracy: 0.9289, prior_entropy: 3.3208, recall: 0.9289, relative_absolute_error: 0.18, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.112, root_relative_squared_error: 0.3734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.9637, kappa: 0.9597, kb_relative_information_score: 10574.6697, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9637, predictive_accuracy: 0.9637, prior_entropy: 3.3208, recall: 0.9637, relative_absolute_error: 0.0403, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0852, root_relative_squared_error: 0.284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9456, kappa: 0.9396, kb_relative_information_score: 10394.7409, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9456, predictive_accuracy: 0.9457, prior_entropy: 3.3208, recall: 0.9457, relative_absolute_error: 0.0729, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.3069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.946, kappa: 0.9399, kb_relative_information_score: 10407.0681, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9462, predictive_accuracy: 0.946, prior_entropy: 3.3208, recall: 0.946, relative_absolute_error: 0.0711, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.091, root_relative_squared_error: 0.3034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9352, kappa: 0.9281, kb_relative_information_score: 10239.9271, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9353, predictive_accuracy: 0.9353, prior_entropy: 3.3208, recall: 0.9353, relative_absolute_error: 0.095, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.3309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9422, kappa: 0.9357, kb_relative_information_score: 10340.8599, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9424, predictive_accuracy: 0.9421, prior_entropy: 3.3208, recall: 0.9421, relative_absolute_error: 0.0809, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0946, root_relative_squared_error: 0.3153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9463, kappa: 0.9403, kb_relative_information_score: 10417.2033, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9463, predictive_accuracy: 0.9463, prior_entropy: 3.3208, recall: 0.9463, relative_absolute_error: 0.0692, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0912, root_relative_squared_error: 0.3041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9383, kappa: 0.9314, kb_relative_information_score: 10297.2408, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9384, predictive_accuracy: 0.9382, prior_entropy: 3.3208, recall: 0.9382, relative_absolute_error: 0.0868, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0972, root_relative_squared_error: 0.3242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9434, kappa: 0.937, kb_relative_information_score: 10359.219, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9436, predictive_accuracy: 0.9433, prior_entropy: 3.3208, recall: 0.9433, relative_absolute_error: 0.0781, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0936, root_relative_squared_error: 0.312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9324, kappa: 0.925, kb_relative_information_score: 10193.5473, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9325, predictive_accuracy: 0.9325, prior_entropy: 3.3208, recall: 0.9325, relative_absolute_error: 0.1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1017, root_relative_squared_error: 0.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.936, kappa: 0.9288, kb_relative_information_score: 10270.7779, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9362, predictive_accuracy: 0.936, prior_entropy: 3.3208, recall: 0.936, relative_absolute_error: 0.0902, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0984, root_relative_squared_error: 0.3279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9315, kappa: 0.9239, kb_relative_information_score: 10174.3661, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9316, predictive_accuracy: 0.9315, prior_entropy: 3.3208, recall: 0.9315, relative_absolute_error: 0.1029, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1026, root_relative_squared_error: 0.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9385, kappa: 0.9316, kb_relative_information_score: 10299.8928, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9386, predictive_accuracy: 0.9384, prior_entropy: 3.3208, recall: 0.9384, relative_absolute_error: 0.0865, 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: 0.9866, f_measure: 0.9464, kappa: 0.9405, kb_relative_information_score: 10420.4585, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9464, predictive_accuracy: 0.9464, prior_entropy: 3.3208, recall: 0.9464, relative_absolute_error: 0.0688, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0908, root_relative_squared_error: 0.3028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.955, kappa: 0.95, kb_relative_information_score: 10499.4726, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9552, predictive_accuracy: 0.955, prior_entropy: 3.3208, recall: 0.955, relative_absolute_error: 0.0551, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.087, root_relative_squared_error: 0.2899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9345, kappa: 0.9273, kb_relative_information_score: 10213.9815, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9346, predictive_accuracy: 0.9346, prior_entropy: 3.3208, recall: 0.9346, relative_absolute_error: 0.0982, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1007, root_relative_squared_error: 0.3357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9397, kappa: 0.933, kb_relative_information_score: 10314.1107, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9399, predictive_accuracy: 0.9397, prior_entropy: 3.3208, recall: 0.9397, relative_absolute_error: 0.0843, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.3207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9345, kappa: 0.9273, kb_relative_information_score: 10213.8601, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9346, predictive_accuracy: 0.9346, prior_entropy: 3.3208, recall: 0.9346, relative_absolute_error: 0.0983, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1005, root_relative_squared_error: 0.3352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9481, kappa: 0.9422, kb_relative_information_score: 10425.1584, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9483, predictive_accuracy: 0.948, prior_entropy: 3.3208, recall: 0.948, relative_absolute_error: 0.0681, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0901, root_relative_squared_error: 0.3005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.958, kappa: 0.9533, kb_relative_information_score: 10531.8451, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9581, predictive_accuracy: 0.958, prior_entropy: 3.3208, recall: 0.958, relative_absolute_error: 0.0517, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0847, root_relative_squared_error: 0.2823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9488, kappa: 0.943, kb_relative_information_score: 10436.1956, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.949, predictive_accuracy: 0.9487, prior_entropy: 3.3208, recall: 0.9487, relative_absolute_error: 0.0668, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0894, root_relative_squared_error: 0.2982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9344, kappa: 0.9272, kb_relative_information_score: 10215.8271, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9345, predictive_accuracy: 0.9345, prior_entropy: 3.3208, recall: 0.9345, relative_absolute_error: 0.098, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1005, root_relative_squared_error: 0.3351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.94, kappa: 0.9335, kb_relative_information_score: 10309.5463, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9401, predictive_accuracy: 0.9401, prior_entropy: 3.3208, recall: 0.9401, relative_absolute_error: 0.0855, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0957, root_relative_squared_error: 0.3191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9413, kappa: 0.9349, kb_relative_information_score: 10334.3095, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9414, predictive_accuracy: 0.9414, prior_entropy: 3.3208, recall: 0.9414, relative_absolute_error: 0.0814, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.095, root_relative_squared_error: 0.3166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9434, kappa: 0.937, kb_relative_information_score: 10357.1094, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9436, predictive_accuracy: 0.9433, prior_entropy: 3.3208, recall: 0.9433, relative_absolute_error: 0.0784, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.3122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.945, kappa: 0.9389, kb_relative_information_score: 10400.0322, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.945, predictive_accuracy: 0.9451, prior_entropy: 3.3208, recall: 0.9451, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0919, root_relative_squared_error: 0.3062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9435, kappa: 0.9371, kb_relative_information_score: 10368.5108, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9436, predictive_accuracy: 0.9434, prior_entropy: 3.3208, recall: 0.9434, relative_absolute_error: 0.076, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0931, root_relative_squared_error: 0.3103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9486, kappa: 0.9429, kb_relative_information_score: 10440.998, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9486, predictive_accuracy: 0.9486, prior_entropy: 3.3208, recall: 0.9486, relative_absolute_error: 0.0656, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0902, root_relative_squared_error: 0.3008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9457, kappa: 0.9397, kb_relative_information_score: 10405.3951, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9457, predictive_accuracy: 0.9458, prior_entropy: 3.3208, recall: 0.9458, relative_absolute_error: 0.0711, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.3061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.935, kappa: 0.9279, kb_relative_information_score: 10236.2571, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9351, predictive_accuracy: 0.9351, prior_entropy: 3.3208, recall: 0.9351, relative_absolute_error: 0.0955, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0994, root_relative_squared_error: 0.3315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9369, kappa: 0.9297, kb_relative_information_score: 10281.0461, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.937, predictive_accuracy: 0.9368, prior_entropy: 3.3208, recall: 0.9368, relative_absolute_error: 0.0887, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0981, root_relative_squared_error: 0.3272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9431, kappa: 0.9367, kb_relative_information_score: 10361.8932, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9433, predictive_accuracy: 0.943, prior_entropy: 3.3208, recall: 0.943, relative_absolute_error: 0.0768, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.3122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9496, kappa: 0.944, kb_relative_information_score: 10455.8965, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9496, predictive_accuracy: 0.9496, prior_entropy: 3.3208, recall: 0.9496, relative_absolute_error: 0.0641, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.2965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9551, kappa: 0.9502, kb_relative_information_score: 10492.6957, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9551, predictive_accuracy: 0.9551, prior_entropy: 3.3208, recall: 0.9551, relative_absolute_error: 0.0595, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0863, root_relative_squared_error: 0.2878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9502, kappa: 0.9447, kb_relative_information_score: 10455.8105, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9502, predictive_accuracy: 0.9502, prior_entropy: 3.3208, recall: 0.9502, relative_absolute_error: 0.0644, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0885, root_relative_squared_error: 0.295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9423, kappa: 0.9358, kb_relative_information_score: 10342.212, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9425, predictive_accuracy: 0.9422, prior_entropy: 3.3208, recall: 0.9422, relative_absolute_error: 0.0805, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0945, root_relative_squared_error: 0.3151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9434, kappa: 0.9372, kb_relative_information_score: 10375.0756, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9435, predictive_accuracy: 0.9435, prior_entropy: 3.3208, recall: 0.9435, relative_absolute_error: 0.0753, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0927, root_relative_squared_error: 0.3089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9347, kappa: 0.9273, kb_relative_information_score: 10255.4448, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9349, predictive_accuracy: 0.9346, prior_entropy: 3.3208, recall: 0.9346, relative_absolute_error: 0.0925, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.3311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9419, kappa: 0.9354, kb_relative_information_score: 10336.244, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9421, predictive_accuracy: 0.9419, prior_entropy: 3.3208, recall: 0.9419, relative_absolute_error: 0.0813, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.095, root_relative_squared_error: 0.3167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9361, kappa: 0.9289, kb_relative_information_score: 10272.2398, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9363, predictive_accuracy: 0.936, prior_entropy: 3.3208, recall: 0.936, relative_absolute_error: 0.0902, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0982, root_relative_squared_error: 0.3273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9411, kappa: 0.9347, kb_relative_information_score: 10330.8062, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9412, predictive_accuracy: 0.9412, prior_entropy: 3.3208, recall: 0.9412, relative_absolute_error: 0.082, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.946, kappa: 0.9399, kb_relative_information_score: 10409.0545, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9462, predictive_accuracy: 0.946, prior_entropy: 3.3208, recall: 0.946, relative_absolute_error: 0.0707, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.3032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9532, kappa: 0.9479, kb_relative_information_score: 10471.1428, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9533, predictive_accuracy: 0.9531, prior_entropy: 3.3208, recall: 0.9531, relative_absolute_error: 0.0619, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0873, root_relative_squared_error: 0.2911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9621, kappa: 0.9578, kb_relative_information_score: 10566.7179, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9621, predictive_accuracy: 0.9621, prior_entropy: 3.3208, recall: 0.9621, relative_absolute_error: 0.0438, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0841, root_relative_squared_error: 0.2805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9525, kappa: 0.9471, kb_relative_information_score: 10480.3666, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9527, predictive_accuracy: 0.9524, prior_entropy: 3.3208, recall: 0.9524, relative_absolute_error: 0.0602, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.087, root_relative_squared_error: 0.2902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9441, kappa: 0.9379, kb_relative_information_score: 10380.4991, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9441, predictive_accuracy: 0.9441, prior_entropy: 3.3208, recall: 0.9441, relative_absolute_error: 0.0747, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0925, root_relative_squared_error: 0.3084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.9595, kappa: 0.955, kb_relative_information_score: 10561.2931, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9597, predictive_accuracy: 0.9595, prior_entropy: 3.3208, recall: 0.9595, relative_absolute_error: 0.0464, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0837, root_relative_squared_error: 0.2792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9349, kappa: 0.9276, kb_relative_information_score: 10256.4723, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9352, predictive_accuracy: 0.9349, prior_entropy: 3.3208, recall: 0.9349, relative_absolute_error: 0.0925, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.3309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9345, kappa: 0.9273, kb_relative_information_score: 10215.0086, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9346, predictive_accuracy: 0.9346, prior_entropy: 3.3208, recall: 0.9346, relative_absolute_error: 0.0981, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1006, root_relative_squared_error: 0.3353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9535, kappa: 0.9482, kb_relative_information_score: 10489.7976, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9536, predictive_accuracy: 0.9534, prior_entropy: 3.3208, recall: 0.9534, relative_absolute_error: 0.0584, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0868, root_relative_squared_error: 0.2892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9461, kappa: 0.94, kb_relative_information_score: 10408.3529, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9462, predictive_accuracy: 0.9461, prior_entropy: 3.3208, recall: 0.9461, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.3036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.943, kappa: 0.9367, kb_relative_information_score: 10353.2066, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9431, predictive_accuracy: 0.943, prior_entropy: 3.3208, recall: 0.943, relative_absolute_error: 0.0788, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9476, kappa: 0.9417, kb_relative_information_score: 10423.8923, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9478, predictive_accuracy: 0.9475, prior_entropy: 3.3208, recall: 0.9475, relative_absolute_error: 0.0682, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0901, root_relative_squared_error: 0.3004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9345, kappa: 0.9273, kb_relative_information_score: 10210.6954, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9346, predictive_accuracy: 0.9346, prior_entropy: 3.3208, recall: 0.9346, relative_absolute_error: 0.0989, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1008, root_relative_squared_error: 0.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.9607, kappa: 0.9563, kb_relative_information_score: 10555.4059, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9608, predictive_accuracy: 0.9607, prior_entropy: 3.3208, recall: 0.9607, relative_absolute_error: 0.048, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0834, root_relative_squared_error: 0.2782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9464, kappa: 0.9405, kb_relative_information_score: 10420.3636, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9464, predictive_accuracy: 0.9464, prior_entropy: 3.3208, recall: 0.9464, relative_absolute_error: 0.0692, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.3031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.945, kappa: 0.9389, kb_relative_information_score: 10395.262, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9451, predictive_accuracy: 0.9451, prior_entropy: 3.3208, recall: 0.9451, relative_absolute_error: 0.0728, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.092, root_relative_squared_error: 0.3067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9505, kappa: 0.9449, kb_relative_information_score: 10447.4698, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9506, predictive_accuracy: 0.9504, prior_entropy: 3.3208, recall: 0.9504, relative_absolute_error: 0.065, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0888, root_relative_squared_error: 0.2962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9413, kappa: 0.9349, kb_relative_information_score: 10331.7434, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9414, predictive_accuracy: 0.9414, prior_entropy: 3.3208, recall: 0.9414, relative_absolute_error: 0.0817, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.3169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9578, kappa: 0.9531, kb_relative_information_score: 10543.3648, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 3.3208, recall: 0.9578, relative_absolute_error: 0.0515, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.083, root_relative_squared_error: 0.2768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9554, kappa: 0.9504, kb_relative_information_score: 10500.5715, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9555, predictive_accuracy: 0.9553, prior_entropy: 3.3208, recall: 0.9553, relative_absolute_error: 0.056, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0864, root_relative_squared_error: 0.2879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.935, kappa: 0.9276, kb_relative_information_score: 10258.0168, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9352, predictive_accuracy: 0.9349, prior_entropy: 3.3208, recall: 0.9349, relative_absolute_error: 0.0921, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0991, root_relative_squared_error: 0.3305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9479, kappa: 0.9422, kb_relative_information_score: 10420.6112, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9479, predictive_accuracy: 0.948, prior_entropy: 3.3208, recall: 0.948, relative_absolute_error: 0.0692, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.3035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9456, kappa: 0.9394, kb_relative_information_score: 10392.7807, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9457, predictive_accuracy: 0.9455, prior_entropy: 3.3208, recall: 0.9455, relative_absolute_error: 0.0729, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.3061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9419, kappa: 0.9356, kb_relative_information_score: 10336.5195, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.942, predictive_accuracy: 0.942, prior_entropy: 3.3208, recall: 0.942, relative_absolute_error: 0.0812, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0947, root_relative_squared_error: 0.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.9551, kappa: 0.9501, kb_relative_information_score: 10499.2858, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9553, predictive_accuracy: 0.9551, prior_entropy: 3.3208, recall: 0.9551, relative_absolute_error: 0.0551, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.087, root_relative_squared_error: 0.2901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.943, kappa: 0.9367, kb_relative_information_score: 10352.1938, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.943, predictive_accuracy: 0.943, prior_entropy: 3.3208, recall: 0.943, relative_absolute_error: 0.0786, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.094, root_relative_squared_error: 0.3134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9378, kappa: 0.931, kb_relative_information_score: 10286.2194, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.938, predictive_accuracy: 0.938, prior_entropy: 3.3208, recall: 0.938, relative_absolute_error: 0.089, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.097, root_relative_squared_error: 0.3232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9426, kappa: 0.9363, kb_relative_information_score: 10325.5323, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9427, predictive_accuracy: 0.9427, prior_entropy: 3.3208, recall: 0.9427, relative_absolute_error: 0.0835, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.3169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9299, kappa: 0.9221, kb_relative_information_score: 10212.9694, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9301, predictive_accuracy: 0.9299, prior_entropy: 3.3208, recall: 0.9299, relative_absolute_error: 0.0988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.3384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9359, kappa: 0.9287, kb_relative_information_score: 10268.5182, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9361, predictive_accuracy: 0.9359, prior_entropy: 3.3208, recall: 0.9359, relative_absolute_error: 0.0906, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0985, root_relative_squared_error: 0.3283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9324, kappa: 0.9248, kb_relative_information_score: 10231.696, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9325, predictive_accuracy: 0.9323, prior_entropy: 3.3208, recall: 0.9323, relative_absolute_error: 0.0962, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1007, root_relative_squared_error: 0.3357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9594, kappa: 0.9548, kb_relative_information_score: 10543.5962, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9595, predictive_accuracy: 0.9593, prior_entropy: 3.3208, recall: 0.9593, relative_absolute_error: 0.0486, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0847, root_relative_squared_error: 0.2822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9558, kappa: 0.9508, kb_relative_information_score: 10504.422, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9559, predictive_accuracy: 0.9557, prior_entropy: 3.3208, recall: 0.9557, relative_absolute_error: 0.0562, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0861, root_relative_squared_error: 0.2871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.946, kappa: 0.94, kb_relative_information_score: 10417.7465, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.946, predictive_accuracy: 0.9461, prior_entropy: 3.3208, recall: 0.9461, relative_absolute_error: 0.0694, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.3032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9432, kappa: 0.9368, kb_relative_information_score: 10358.8342, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9434, predictive_accuracy: 0.9431, prior_entropy: 3.3208, recall: 0.9431, relative_absolute_error: 0.0779, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.3124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9431, kappa: 0.9367, kb_relative_information_score: 10365.9953, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9433, predictive_accuracy: 0.943, prior_entropy: 3.3208, recall: 0.943, relative_absolute_error: 0.0765, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0933, root_relative_squared_error: 0.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.954, kappa: 0.9487, kb_relative_information_score: 10488.9208, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9542, predictive_accuracy: 0.9539, prior_entropy: 3.3208, recall: 0.9539, relative_absolute_error: 0.0594, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0865, root_relative_squared_error: 0.2884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9364, kappa: 0.9294, kb_relative_information_score: 10259.3712, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9365, predictive_accuracy: 0.9365, prior_entropy: 3.3208, recall: 0.9365, relative_absolute_error: 0.0925, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0984, root_relative_squared_error: 0.3281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9565, kappa: 0.9516, kb_relative_information_score: 10507.9698, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9566, predictive_accuracy: 0.9564, prior_entropy: 3.3208, recall: 0.9564, relative_absolute_error: 0.0559, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0859, root_relative_squared_error: 0.2862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9431, kappa: 0.9367, kb_relative_information_score: 10368.2911, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9433, predictive_accuracy: 0.943, prior_entropy: 3.3208, recall: 0.943, relative_absolute_error: 0.0762, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0931, root_relative_squared_error: 0.3104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9496, kappa: 0.944, kb_relative_information_score: 10446.7172, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9496, predictive_accuracy: 0.9496, prior_entropy: 3.3208, recall: 0.9496, relative_absolute_error: 0.0649, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0899, root_relative_squared_error: 0.2996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9399, kappa: 0.9332, kb_relative_information_score: 10312.6058, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9401, predictive_accuracy: 0.9399, prior_entropy: 3.3208, recall: 0.9399, relative_absolute_error: 0.0844, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.3217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9353, kappa: 0.9282, kb_relative_information_score: 10250.792, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9354, predictive_accuracy: 0.9354, prior_entropy: 3.3208, recall: 0.9354, relative_absolute_error: 0.0933, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0989, root_relative_squared_error: 0.3298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9484, kappa: 0.9426, kb_relative_information_score: 10430.9881, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9485, predictive_accuracy: 0.9483, prior_entropy: 3.3208, recall: 0.9483, relative_absolute_error: 0.0673, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0899, root_relative_squared_error: 0.2998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9523, kappa: 0.947, kb_relative_information_score: 10484.0902, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9524, predictive_accuracy: 0.9523, prior_entropy: 3.3208, recall: 0.9523, relative_absolute_error: 0.0598, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0874, root_relative_squared_error: 0.2914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9483, kappa: 0.9426, kb_relative_information_score: 10427.6437, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9483, predictive_accuracy: 0.9483, prior_entropy: 3.3208, recall: 0.9483, relative_absolute_error: 0.0683, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0905, root_relative_squared_error: 0.3018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9499, kappa: 0.9443, kb_relative_information_score: 10454.0245, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9499, predictive_accuracy: 0.9499, prior_entropy: 3.3208, recall: 0.9499, relative_absolute_error: 0.0645, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.2969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9418, kappa: 0.9355, kb_relative_information_score: 10319.5918, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.942, predictive_accuracy: 0.942, prior_entropy: 3.3208, recall: 0.942, relative_absolute_error: 0.0842, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0955, root_relative_squared_error: 0.3185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9435, kappa: 0.9371, kb_relative_information_score: 10362.8922, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9436, predictive_accuracy: 0.9434, prior_entropy: 3.3208, recall: 0.9434, relative_absolute_error: 0.0777, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0933, root_relative_squared_error: 0.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9581, kappa: 0.9535, kb_relative_information_score: 10556.1125, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9582, predictive_accuracy: 0.9582, prior_entropy: 3.3208, recall: 0.9582, relative_absolute_error: 0.0486, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0829, root_relative_squared_error: 0.2764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.945, kappa: 0.9389, kb_relative_information_score: 10393.4476, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.945, predictive_accuracy: 0.9451, prior_entropy: 3.3208, recall: 0.9451, relative_absolute_error: 0.0729, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9445, kappa: 0.9382, kb_relative_information_score: 10388.7068, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9447, predictive_accuracy: 0.9444, prior_entropy: 3.3208, recall: 0.9444, relative_absolute_error: 0.0734, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.3071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9535, kappa: 0.9483, kb_relative_information_score: 10501.903, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9536, predictive_accuracy: 0.9535, prior_entropy: 3.3208, recall: 0.9535, relative_absolute_error: 0.057, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0858, root_relative_squared_error: 0.2861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9568, kappa: 0.952, kb_relative_information_score: 10510.6548, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.957, predictive_accuracy: 0.9568, prior_entropy: 3.3208, recall: 0.9568, relative_absolute_error: 0.0557, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.2848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9316, kappa: 0.924, kb_relative_information_score: 10175.681, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9317, predictive_accuracy: 0.9316, prior_entropy: 3.3208, recall: 0.9316, relative_absolute_error: 0.1028, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1025, root_relative_squared_error: 0.3416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9588, kappa: 0.9542, kb_relative_information_score: 10543.6296, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9589, predictive_accuracy: 0.9588, prior_entropy: 3.3208, recall: 0.9588, relative_absolute_error: 0.0506, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0833, root_relative_squared_error: 0.2777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.9606, kappa: 0.9562, kb_relative_information_score: 10558.1672, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9607, predictive_accuracy: 0.9606, prior_entropy: 3.3208, recall: 0.9606, relative_absolute_error: 0.0476, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0834, root_relative_squared_error: 0.278,

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