Task
Supervised Classification on Australian

Supervised Classification on Australian

Task 125923 Supervised Classification Australian 208613 runs submitted
1 likes downloaded by 6 people , 12 total downloads 0 issues
Visibility: Public
  • OpenML100 study_107 study_123 study_14
Issue #Downvotes for this reason By


Metric:

208613 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.8697, kappa: 0.7366, kb_relative_information_score: 0.6168, mean_absolute_error: 0.2023, mean_prior_absolute_error: 0.494, weighted_recall: 0.8696, number_of_instances: 690, precision: 0.8701, predictive_accuracy: 0.8696, prior_entropy: 0.9912, relative_absolute_error: 0.4095, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.6555, unweighted_recall: 0.8693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9169, f_measure: 0.8741, kappa: 0.7458, kb_relative_information_score: 0.6374, mean_absolute_error: 0.1903, mean_prior_absolute_error: 0.494, weighted_recall: 0.8739, number_of_instances: 690, precision: 0.875, predictive_accuracy: 0.8739, prior_entropy: 0.9912, relative_absolute_error: 0.3853, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3248, root_relative_squared_error: 0.6536, unweighted_recall: 0.8745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8774, f_measure: 0.8783, kappa: 0.7538, kb_relative_information_score: 0.7522, mean_absolute_error: 0.1217, mean_prior_absolute_error: 0.494, weighted_recall: 0.8783, number_of_instances: 690, precision: 0.8785, predictive_accuracy: 0.8783, prior_entropy: 0.9912, relative_absolute_error: 0.2465, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3489, root_relative_squared_error: 0.7021, usercpu_time_millis: 2.85, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 2.77, unweighted_recall: 0.8774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8774, f_measure: 0.8783, kappa: 0.7538, kb_relative_information_score: 0.7522, mean_absolute_error: 0.1217, mean_prior_absolute_error: 0.494, weighted_recall: 0.8783, number_of_instances: 690, precision: 0.8785, predictive_accuracy: 0.8783, prior_entropy: 0.9912, relative_absolute_error: 0.2465, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3489, root_relative_squared_error: 0.7021, usercpu_time_millis: 3.18, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 2.92, unweighted_recall: 0.8774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9016, f_measure: 0.8422, kappa: 0.6809, kb_relative_information_score: 0.6192, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.494, weighted_recall: 0.842, number_of_instances: 690, precision: 0.8425, predictive_accuracy: 0.842, prior_entropy: 0.9912, relative_absolute_error: 0.3932, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3439, root_relative_squared_error: 0.692, unweighted_recall: 0.8412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9016, f_measure: 0.8422, kappa: 0.6809, kb_relative_information_score: 0.6192, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.494, weighted_recall: 0.842, number_of_instances: 690, precision: 0.8425, predictive_accuracy: 0.842, prior_entropy: 0.9912, relative_absolute_error: 0.3932, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3439, root_relative_squared_error: 0.692, unweighted_recall: 0.8412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4938, kb_relative_information_score: -0, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.494, weighted_recall: 0.5551, number_of_instances: 690, predictive_accuracy: 0.5551, prior_entropy: 0.9912, relative_absolute_error: 1, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.497, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9116, f_measure: 0.8418, kappa: 0.6792, kb_relative_information_score: 0.6025, mean_absolute_error: 0.2044, mean_prior_absolute_error: 0.494, weighted_recall: 0.842, number_of_instances: 690, precision: 0.8418, predictive_accuracy: 0.842, prior_entropy: 0.9912, relative_absolute_error: 0.4139, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3388, root_relative_squared_error: 0.6818, unweighted_recall: 0.8386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8795, f_measure: 0.8451, kappa: 0.687, kb_relative_information_score: 0.6489, mean_absolute_error: 0.1763, mean_prior_absolute_error: 0.494, weighted_recall: 0.8449, number_of_instances: 690, precision: 0.8456, predictive_accuracy: 0.8449, prior_entropy: 0.9912, relative_absolute_error: 0.3568, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3627, root_relative_squared_error: 0.7298, unweighted_recall: 0.8445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8921, f_measure: 0.84, kappa: 0.6754, kb_relative_information_score: 0.5303, mean_absolute_error: 0.2469, mean_prior_absolute_error: 0.494, weighted_recall: 0.8406, number_of_instances: 690, precision: 0.8406, predictive_accuracy: 0.8406, prior_entropy: 0.9912, relative_absolute_error: 0.4999, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3513, root_relative_squared_error: 0.7069, unweighted_recall: 0.8357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8927, f_measure: 0.8521, kappa: 0.7005, kb_relative_information_score: 0.6664, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.494, weighted_recall: 0.8522, number_of_instances: 690, precision: 0.8521, predictive_accuracy: 0.8522, prior_entropy: 0.9912, relative_absolute_error: 0.3375, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3544, root_relative_squared_error: 0.7131, unweighted_recall: 0.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9198, f_measure: 0.861, kappa: 0.7187, kb_relative_information_score: 0.6331, mean_absolute_error: 0.1904, mean_prior_absolute_error: 0.494, weighted_recall: 0.8609, number_of_instances: 690, precision: 0.8611, predictive_accuracy: 0.8609, prior_entropy: 0.9912, relative_absolute_error: 0.3855, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3271, root_relative_squared_error: 0.6582, unweighted_recall: 0.8598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9191, f_measure: 0.8611, kappa: 0.7192, kb_relative_information_score: 0.6377, mean_absolute_error: 0.1873, mean_prior_absolute_error: 0.494, weighted_recall: 0.8609, number_of_instances: 690, precision: 0.8616, predictive_accuracy: 0.8609, prior_entropy: 0.9912, relative_absolute_error: 0.3791, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.6532, unweighted_recall: 0.8608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8495, f_measure: 0.7802, kappa: 0.5539, kb_relative_information_score: 0.4305, mean_absolute_error: 0.2914, mean_prior_absolute_error: 0.494, weighted_recall: 0.7812, number_of_instances: 690, precision: 0.7807, predictive_accuracy: 0.7812, prior_entropy: 0.9912, relative_absolute_error: 0.59, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3953, root_relative_squared_error: 0.7953, unweighted_recall: 0.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7341, f_measure: 0.7383, kappa: 0.4691, kb_relative_information_score: 0.276, mean_absolute_error: 0.3754, mean_prior_absolute_error: 0.494, weighted_recall: 0.7391, number_of_instances: 690, precision: 0.7383, predictive_accuracy: 0.7391, prior_entropy: 0.9912, relative_absolute_error: 0.7601, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4331, root_relative_squared_error: 0.8715, unweighted_recall: 0.7333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.8436, kappa: 0.6837, kb_relative_information_score: 0.6408, mean_absolute_error: 0.1816, mean_prior_absolute_error: 0.494, weighted_recall: 0.8435, number_of_instances: 690, precision: 0.8439, predictive_accuracy: 0.8435, prior_entropy: 0.9912, relative_absolute_error: 0.3676, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3418, root_relative_squared_error: 0.6878, unweighted_recall: 0.8425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9198, f_measure: 0.8668, kappa: 0.7308, kb_relative_information_score: 0.6397, mean_absolute_error: 0.1856, mean_prior_absolute_error: 0.494, weighted_recall: 0.8667, number_of_instances: 690, precision: 0.8672, predictive_accuracy: 0.8667, prior_entropy: 0.9912, relative_absolute_error: 0.3758, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3251, root_relative_squared_error: 0.6541, unweighted_recall: 0.8663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9225, f_measure: 0.8521, kappa: 0.7005, kb_relative_information_score: 0.6351, mean_absolute_error: 0.187, mean_prior_absolute_error: 0.494, weighted_recall: 0.8522, number_of_instances: 690, precision: 0.8521, predictive_accuracy: 0.8522, prior_entropy: 0.9912, relative_absolute_error: 0.3787, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.6567, unweighted_recall: 0.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.8415, kappa: 0.6784, kb_relative_information_score: 0.6186, mean_absolute_error: 0.1943, mean_prior_absolute_error: 0.494, weighted_recall: 0.842, number_of_instances: 690, precision: 0.842, predictive_accuracy: 0.842, prior_entropy: 0.9912, relative_absolute_error: 0.3934, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3486, root_relative_squared_error: 0.7014, unweighted_recall: 0.8373,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9061, f_measure: 0.8392, kappa: 0.6744, kb_relative_information_score: 0.608, mean_absolute_error: 0.2007, mean_prior_absolute_error: 0.494, weighted_recall: 0.8391, number_of_instances: 690, precision: 0.8392, predictive_accuracy: 0.8391, prior_entropy: 0.9912, relative_absolute_error: 0.4063, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3403, root_relative_squared_error: 0.6848, unweighted_recall: 0.8373,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.899, f_measure: 0.846, kappa: 0.6878, kb_relative_information_score: 0.5719, mean_absolute_error: 0.2227, mean_prior_absolute_error: 0.494, weighted_recall: 0.8464, number_of_instances: 690, precision: 0.8462, predictive_accuracy: 0.8464, prior_entropy: 0.9912, relative_absolute_error: 0.4508, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3459, root_relative_squared_error: 0.6961, unweighted_recall: 0.8426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9144, f_measure: 0.8637, kappa: 0.7238, kb_relative_information_score: 0.6182, mean_absolute_error: 0.2004, mean_prior_absolute_error: 0.494, weighted_recall: 0.8638, number_of_instances: 690, precision: 0.8636, predictive_accuracy: 0.8638, prior_entropy: 0.9912, relative_absolute_error: 0.4057, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3245, root_relative_squared_error: 0.6529, unweighted_recall: 0.8614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8232, kappa: 0.642, kb_relative_information_score: 0.5616, mean_absolute_error: 0.2233, mean_prior_absolute_error: 0.494, weighted_recall: 0.8232, number_of_instances: 690, precision: 0.8232, predictive_accuracy: 0.8232, prior_entropy: 0.9912, relative_absolute_error: 0.452, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3649, root_relative_squared_error: 0.7342, unweighted_recall: 0.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.8783, kappa: 0.7538, kb_relative_information_score: 0.6324, mean_absolute_error: 0.1937, mean_prior_absolute_error: 0.494, weighted_recall: 0.8783, number_of_instances: 690, precision: 0.8785, predictive_accuracy: 0.8783, prior_entropy: 0.9912, relative_absolute_error: 0.3921, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3178, root_relative_squared_error: 0.6394, unweighted_recall: 0.8774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8025, f_measure: 0.7629, kappa: 0.5271, kb_relative_information_score: 0.3479, mean_absolute_error: 0.3354, mean_prior_absolute_error: 0.494, weighted_recall: 0.7623, number_of_instances: 690, precision: 0.7729, predictive_accuracy: 0.7623, prior_entropy: 0.9912, relative_absolute_error: 0.6791, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.414, root_relative_squared_error: 0.8331, unweighted_recall: 0.7681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8934, f_measure: 0.8491, kappa: 0.6941, kb_relative_information_score: 0.6348, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.494, weighted_recall: 0.8493, number_of_instances: 690, precision: 0.8491, predictive_accuracy: 0.8493, prior_entropy: 0.9912, relative_absolute_error: 0.3762, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3502, root_relative_squared_error: 0.7047, unweighted_recall: 0.8461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8841, f_measure: 0.8152, kappa: 0.6251, kb_relative_information_score: 0.5925, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.494, weighted_recall: 0.8159, number_of_instances: 690, precision: 0.8158, predictive_accuracy: 0.8159, prior_entropy: 0.9912, relative_absolute_error: 0.4165, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3639, root_relative_squared_error: 0.7322, unweighted_recall: 0.8106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8918, f_measure: 0.8491, kappa: 0.6941, kb_relative_information_score: 0.6587, mean_absolute_error: 0.1714, mean_prior_absolute_error: 0.494, weighted_recall: 0.8493, number_of_instances: 690, precision: 0.8491, predictive_accuracy: 0.8493, prior_entropy: 0.9912, relative_absolute_error: 0.3469, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3507, root_relative_squared_error: 0.7057, unweighted_recall: 0.8461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.8521, kappa: 0.7003, kb_relative_information_score: 0.6108, mean_absolute_error: 0.2042, mean_prior_absolute_error: 0.494, weighted_recall: 0.8522, number_of_instances: 690, precision: 0.852, predictive_accuracy: 0.8522, prior_entropy: 0.9912, relative_absolute_error: 0.4135, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.6637, unweighted_recall: 0.8497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9082, f_measure: 0.8611, kappa: 0.7196, kb_relative_information_score: 0.6055, mean_absolute_error: 0.208, mean_prior_absolute_error: 0.494, weighted_recall: 0.8609, number_of_instances: 690, precision: 0.8621, predictive_accuracy: 0.8609, prior_entropy: 0.9912, relative_absolute_error: 0.4211, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3279, root_relative_squared_error: 0.6599, unweighted_recall: 0.8614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.8151, kappa: 0.6248, kb_relative_information_score: 0.6053, mean_absolute_error: 0.1968, mean_prior_absolute_error: 0.494, weighted_recall: 0.8159, number_of_instances: 690, precision: 0.8159, predictive_accuracy: 0.8159, prior_entropy: 0.9912, relative_absolute_error: 0.3983, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3859, root_relative_squared_error: 0.7765, unweighted_recall: 0.8103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.898, f_measure: 0.8247, kappa: 0.6451, kb_relative_information_score: 0.5697, mean_absolute_error: 0.2221, mean_prior_absolute_error: 0.494, weighted_recall: 0.8246, number_of_instances: 690, precision: 0.8247, predictive_accuracy: 0.8246, prior_entropy: 0.9912, relative_absolute_error: 0.4497, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3508, root_relative_squared_error: 0.706, unweighted_recall: 0.8226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8541, f_measure: 0.783, kappa: 0.5595, kb_relative_information_score: 0.4585, mean_absolute_error: 0.2766, mean_prior_absolute_error: 0.494, weighted_recall: 0.7841, number_of_instances: 690, precision: 0.7837, predictive_accuracy: 0.7841, prior_entropy: 0.9912, relative_absolute_error: 0.56, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3937, root_relative_squared_error: 0.7922, unweighted_recall: 0.7777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8978, f_measure: 0.8448, kappa: 0.6855, kb_relative_information_score: 0.5953, mean_absolute_error: 0.2089, mean_prior_absolute_error: 0.494, weighted_recall: 0.8449, number_of_instances: 690, precision: 0.8447, predictive_accuracy: 0.8449, prior_entropy: 0.9912, relative_absolute_error: 0.4229, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3494, root_relative_squared_error: 0.7031, unweighted_recall: 0.8422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9016, f_measure: 0.8316, kappa: 0.6588, kb_relative_information_score: 0.6252, mean_absolute_error: 0.1883, mean_prior_absolute_error: 0.494, weighted_recall: 0.8319, number_of_instances: 690, precision: 0.8316, predictive_accuracy: 0.8319, prior_entropy: 0.9912, relative_absolute_error: 0.3813, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3516, root_relative_squared_error: 0.7076, unweighted_recall: 0.8285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8313, f_measure: 0.7616, kappa: 0.5228, kb_relative_information_score: 0.3963, mean_absolute_error: 0.3115, mean_prior_absolute_error: 0.494, weighted_recall: 0.7609, number_of_instances: 690, precision: 0.7687, predictive_accuracy: 0.7609, prior_entropy: 0.9912, relative_absolute_error: 0.6307, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4, root_relative_squared_error: 0.8049, unweighted_recall: 0.7652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9082, f_measure: 0.8506, kappa: 0.6975, kb_relative_information_score: 0.603, mean_absolute_error: 0.207, mean_prior_absolute_error: 0.494, weighted_recall: 0.8507, number_of_instances: 690, precision: 0.8506, predictive_accuracy: 0.8507, prior_entropy: 0.9912, relative_absolute_error: 0.419, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3357, root_relative_squared_error: 0.6754, unweighted_recall: 0.8484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8892, f_measure: 0.8118, kappa: 0.6193, kb_relative_information_score: 0.5364, mean_absolute_error: 0.237, mean_prior_absolute_error: 0.494, weighted_recall: 0.8116, number_of_instances: 690, precision: 0.8121, predictive_accuracy: 0.8116, prior_entropy: 0.9912, relative_absolute_error: 0.4798, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3626, root_relative_squared_error: 0.7297, unweighted_recall: 0.8102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.8006, kappa: 0.6005, kb_relative_information_score: 0.4738, mean_absolute_error: 0.2717, mean_prior_absolute_error: 0.494, weighted_recall: 0.8, number_of_instances: 690, precision: 0.8071, predictive_accuracy: 0.8, prior_entropy: 0.9912, relative_absolute_error: 0.5501, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3729, root_relative_squared_error: 0.7504, unweighted_recall: 0.8043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9073, f_measure: 0.8507, kappa: 0.6977, kb_relative_information_score: 0.599, mean_absolute_error: 0.2093, mean_prior_absolute_error: 0.494, weighted_recall: 0.8507, number_of_instances: 690, precision: 0.8507, predictive_accuracy: 0.8507, prior_entropy: 0.9912, relative_absolute_error: 0.4238, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3355, root_relative_squared_error: 0.6752, unweighted_recall: 0.8487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, f_measure: 0.8216, kappa: 0.6387, kb_relative_information_score: 0.5657, mean_absolute_error: 0.2222, mean_prior_absolute_error: 0.494, weighted_recall: 0.8217, number_of_instances: 690, precision: 0.8216, predictive_accuracy: 0.8217, prior_entropy: 0.9912, relative_absolute_error: 0.4499, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.7232, unweighted_recall: 0.8191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.8621, kappa: 0.7206, kb_relative_information_score: 0.6265, mean_absolute_error: 0.1946, mean_prior_absolute_error: 0.494, weighted_recall: 0.8623, number_of_instances: 690, precision: 0.8622, predictive_accuracy: 0.8623, prior_entropy: 0.9912, relative_absolute_error: 0.394, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3297, root_relative_squared_error: 0.6635, unweighted_recall: 0.8595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9074, f_measure: 0.8496, kappa: 0.6962, kb_relative_information_score: 0.5992, mean_absolute_error: 0.2103, mean_prior_absolute_error: 0.494, weighted_recall: 0.8493, number_of_instances: 690, precision: 0.8505, predictive_accuracy: 0.8493, prior_entropy: 0.9912, relative_absolute_error: 0.4258, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3315, root_relative_squared_error: 0.6671, unweighted_recall: 0.8497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9134, f_measure: 0.8638, kappa: 0.7244, kb_relative_information_score: 0.6342, mean_absolute_error: 0.1888, mean_prior_absolute_error: 0.494, weighted_recall: 0.8638, number_of_instances: 690, precision: 0.8639, predictive_accuracy: 0.8638, prior_entropy: 0.9912, relative_absolute_error: 0.3823, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.331, root_relative_squared_error: 0.6661, unweighted_recall: 0.8624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8955, f_measure: 0.8565, kappa: 0.7096, kb_relative_information_score: 0.6222, mean_absolute_error: 0.1929, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8566, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.3906, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3502, root_relative_squared_error: 0.7048, unweighted_recall: 0.8549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8832, f_measure: 0.8196, kappa: 0.6338, kb_relative_information_score: 0.5461, mean_absolute_error: 0.2315, mean_prior_absolute_error: 0.494, weighted_recall: 0.8203, number_of_instances: 690, precision: 0.8202, predictive_accuracy: 0.8203, prior_entropy: 0.9912, relative_absolute_error: 0.4687, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3673, root_relative_squared_error: 0.7392, unweighted_recall: 0.8149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9104, f_measure: 0.845, kappa: 0.6866, kb_relative_information_score: 0.5951, mean_absolute_error: 0.2107, mean_prior_absolute_error: 0.494, weighted_recall: 0.8449, number_of_instances: 690, precision: 0.8453, predictive_accuracy: 0.8449, prior_entropy: 0.9912, relative_absolute_error: 0.4266, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3344, root_relative_squared_error: 0.673, unweighted_recall: 0.8438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.902, f_measure: 0.8378, kappa: 0.6718, kb_relative_information_score: 0.5624, mean_absolute_error: 0.229, mean_prior_absolute_error: 0.494, weighted_recall: 0.8377, number_of_instances: 690, precision: 0.8379, predictive_accuracy: 0.8377, prior_entropy: 0.9912, relative_absolute_error: 0.4637, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.345, root_relative_squared_error: 0.6942, unweighted_recall: 0.8363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8417, f_measure: 0.753, kappa: 0.4985, kb_relative_information_score: 0.4415, mean_absolute_error: 0.2821, mean_prior_absolute_error: 0.494, weighted_recall: 0.7551, number_of_instances: 690, precision: 0.755, predictive_accuracy: 0.7551, prior_entropy: 0.9912, relative_absolute_error: 0.5711, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.401, root_relative_squared_error: 0.8069, unweighted_recall: 0.7464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9138, f_measure: 0.8405, kappa: 0.677, kb_relative_information_score: 0.6066, mean_absolute_error: 0.2017, mean_prior_absolute_error: 0.494, weighted_recall: 0.8406, number_of_instances: 690, precision: 0.8405, predictive_accuracy: 0.8406, prior_entropy: 0.9912, relative_absolute_error: 0.4084, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3342, root_relative_squared_error: 0.6726, unweighted_recall: 0.8383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.812, f_measure: 0.769, kappa: 0.5315, kb_relative_information_score: 0.4824, mean_absolute_error: 0.2597, mean_prior_absolute_error: 0.494, weighted_recall: 0.7696, number_of_instances: 690, precision: 0.769, predictive_accuracy: 0.7696, prior_entropy: 0.9912, relative_absolute_error: 0.5257, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4284, root_relative_squared_error: 0.862, unweighted_recall: 0.7646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9039, f_measure: 0.8575, kappa: 0.711, kb_relative_information_score: 0.6124, mean_absolute_error: 0.201, mean_prior_absolute_error: 0.494, weighted_recall: 0.858, number_of_instances: 690, precision: 0.858, predictive_accuracy: 0.858, prior_entropy: 0.9912, relative_absolute_error: 0.407, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3393, root_relative_squared_error: 0.6828, unweighted_recall: 0.8536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.858, kappa: 0.7125, kb_relative_information_score: 0.6332, mean_absolute_error: 0.1876, mean_prior_absolute_error: 0.494, weighted_recall: 0.858, number_of_instances: 690, precision: 0.858, predictive_accuracy: 0.858, prior_entropy: 0.9912, relative_absolute_error: 0.3798, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3459, root_relative_squared_error: 0.696, unweighted_recall: 0.8562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8659, f_measure: 0.8044, kappa: 0.604, kb_relative_information_score: 0.5487, mean_absolute_error: 0.2264, mean_prior_absolute_error: 0.494, weighted_recall: 0.8043, number_of_instances: 690, precision: 0.8044, predictive_accuracy: 0.8043, prior_entropy: 0.9912, relative_absolute_error: 0.4583, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3889, root_relative_squared_error: 0.7825, unweighted_recall: 0.8021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8285, f_measure: 0.7779, kappa: 0.5498, kb_relative_information_score: 0.5154, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.494, weighted_recall: 0.7783, number_of_instances: 690, precision: 0.7778, predictive_accuracy: 0.7783, prior_entropy: 0.9912, relative_absolute_error: 0.4874, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4225, root_relative_squared_error: 0.8502, unweighted_recall: 0.7741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9129, f_measure: 0.8407, kappa: 0.6777, kb_relative_information_score: 0.6349, mean_absolute_error: 0.1846, mean_prior_absolute_error: 0.494, weighted_recall: 0.8406, number_of_instances: 690, precision: 0.8408, predictive_accuracy: 0.8406, prior_entropy: 0.9912, relative_absolute_error: 0.3737, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.6798, unweighted_recall: 0.8393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9139, f_measure: 0.845, kappa: 0.6861, kb_relative_information_score: 0.6098, mean_absolute_error: 0.2027, mean_prior_absolute_error: 0.494, weighted_recall: 0.8449, number_of_instances: 690, precision: 0.845, predictive_accuracy: 0.8449, prior_entropy: 0.9912, relative_absolute_error: 0.4103, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.331, root_relative_squared_error: 0.666, unweighted_recall: 0.8432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9131, f_measure: 0.8389, kappa: 0.6736, kb_relative_information_score: 0.5989, mean_absolute_error: 0.2051, mean_prior_absolute_error: 0.494, weighted_recall: 0.8391, number_of_instances: 690, precision: 0.8389, predictive_accuracy: 0.8391, prior_entropy: 0.9912, relative_absolute_error: 0.4151, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.339, root_relative_squared_error: 0.6821, unweighted_recall: 0.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8919, f_measure: 0.834, kappa: 0.6631, kb_relative_information_score: 0.6295, mean_absolute_error: 0.1856, mean_prior_absolute_error: 0.494, weighted_recall: 0.8348, number_of_instances: 690, precision: 0.835, predictive_accuracy: 0.8348, prior_entropy: 0.9912, relative_absolute_error: 0.3757, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3559, root_relative_squared_error: 0.7162, unweighted_recall: 0.8292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8461, f_measure: 0.7909, kappa: 0.5889, kb_relative_information_score: 0.4378, mean_absolute_error: 0.2912, mean_prior_absolute_error: 0.494, weighted_recall: 0.7913, number_of_instances: 690, precision: 0.8156, predictive_accuracy: 0.7913, prior_entropy: 0.9912, relative_absolute_error: 0.5895, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3842, root_relative_squared_error: 0.7732, unweighted_recall: 0.8026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9002, f_measure: 0.8545, kappa: 0.7047, kb_relative_information_score: 0.6308, mean_absolute_error: 0.1884, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8553, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.3815, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3445, root_relative_squared_error: 0.6932, unweighted_recall: 0.8501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.8332, kappa: 0.6622, kb_relative_information_score: 0.5863, mean_absolute_error: 0.2157, mean_prior_absolute_error: 0.494, weighted_recall: 0.8333, number_of_instances: 690, precision: 0.8332, predictive_accuracy: 0.8333, prior_entropy: 0.9912, relative_absolute_error: 0.4366, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3418, root_relative_squared_error: 0.6878, unweighted_recall: 0.8308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8999, f_measure: 0.852, kappa: 0.7001, kb_relative_information_score: 0.6154, mean_absolute_error: 0.1958, mean_prior_absolute_error: 0.494, weighted_recall: 0.8522, number_of_instances: 690, precision: 0.852, predictive_accuracy: 0.8522, prior_entropy: 0.9912, relative_absolute_error: 0.3963, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.7033, unweighted_recall: 0.8494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8882, f_measure: 0.8294, kappa: 0.6564, kb_relative_information_score: 0.5624, mean_absolute_error: 0.2301, mean_prior_absolute_error: 0.494, weighted_recall: 0.829, number_of_instances: 690, precision: 0.8319, predictive_accuracy: 0.829, prior_entropy: 0.9912, relative_absolute_error: 0.4658, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3439, root_relative_squared_error: 0.6921, unweighted_recall: 0.8308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.8014, kappa: 0.5979, kb_relative_information_score: 0.5424, mean_absolute_error: 0.2325, mean_prior_absolute_error: 0.494, weighted_recall: 0.8014, number_of_instances: 690, precision: 0.8014, predictive_accuracy: 0.8014, prior_entropy: 0.9912, relative_absolute_error: 0.4707, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3637, root_relative_squared_error: 0.7318, unweighted_recall: 0.7988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9115, f_measure: 0.8565, kappa: 0.7096, kb_relative_information_score: 0.6204, mean_absolute_error: 0.1965, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8566, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.3979, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3351, root_relative_squared_error: 0.6743, unweighted_recall: 0.8549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9059, f_measure: 0.8581, kappa: 0.7132, kb_relative_information_score: 0.6155, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.494, weighted_recall: 0.858, number_of_instances: 690, precision: 0.8585, predictive_accuracy: 0.858, prior_entropy: 0.9912, relative_absolute_error: 0.4048, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3364, root_relative_squared_error: 0.6769, unweighted_recall: 0.8575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9007, f_measure: 0.8448, kappa: 0.6855, kb_relative_information_score: 0.6409, mean_absolute_error: 0.1805, mean_prior_absolute_error: 0.494, weighted_recall: 0.8449, number_of_instances: 690, precision: 0.8447, predictive_accuracy: 0.8449, prior_entropy: 0.9912, relative_absolute_error: 0.3655, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3491, root_relative_squared_error: 0.7024, unweighted_recall: 0.8422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8432, kappa: 0.6821, kb_relative_information_score: 0.5349, mean_absolute_error: 0.2448, mean_prior_absolute_error: 0.494, weighted_recall: 0.8435, number_of_instances: 690, precision: 0.8433, predictive_accuracy: 0.8435, prior_entropy: 0.9912, relative_absolute_error: 0.4956, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.7007, unweighted_recall: 0.8399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8206, f_measure: 0.8123, kappa: 0.6192, kb_relative_information_score: 0.5986, mean_absolute_error: 0.1971, mean_prior_absolute_error: 0.494, weighted_recall: 0.813, number_of_instances: 690, precision: 0.8129, predictive_accuracy: 0.813, prior_entropy: 0.9912, relative_absolute_error: 0.399, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4248, root_relative_squared_error: 0.8548, unweighted_recall: 0.8077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.8491, kappa: 0.6943, kb_relative_information_score: 0.6243, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.494, weighted_recall: 0.8493, number_of_instances: 690, precision: 0.8491, predictive_accuracy: 0.8493, prior_entropy: 0.9912, relative_absolute_error: 0.3857, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3491, root_relative_squared_error: 0.7024, unweighted_recall: 0.8465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.8442, kappa: 0.6837, kb_relative_information_score: 0.6481, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.494, weighted_recall: 0.8449, number_of_instances: 690, precision: 0.8453, predictive_accuracy: 0.8449, prior_entropy: 0.9912, relative_absolute_error: 0.3583, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3406, root_relative_squared_error: 0.6854, unweighted_recall: 0.8393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.914, f_measure: 0.8724, kappa: 0.7416, kb_relative_information_score: 0.6275, mean_absolute_error: 0.1967, mean_prior_absolute_error: 0.494, weighted_recall: 0.8725, number_of_instances: 690, precision: 0.8724, predictive_accuracy: 0.8725, prior_entropy: 0.9912, relative_absolute_error: 0.3982, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3204, root_relative_squared_error: 0.6448, unweighted_recall: 0.8706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8733, f_measure: 0.7861, kappa: 0.566, kb_relative_information_score: 0.4831, mean_absolute_error: 0.2628, mean_prior_absolute_error: 0.494, weighted_recall: 0.787, number_of_instances: 690, precision: 0.7865, predictive_accuracy: 0.787, prior_entropy: 0.9912, relative_absolute_error: 0.532, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3797, root_relative_squared_error: 0.7641, unweighted_recall: 0.7813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8692, f_measure: 0.8314, kappa: 0.6581, kb_relative_information_score: 0.6522, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.494, weighted_recall: 0.8319, number_of_instances: 690, precision: 0.8317, predictive_accuracy: 0.8319, prior_entropy: 0.9912, relative_absolute_error: 0.3489, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3752, root_relative_squared_error: 0.7551, unweighted_recall: 0.8276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9197, f_measure: 0.861, kappa: 0.7189, kb_relative_information_score: 0.6381, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.494, weighted_recall: 0.8609, number_of_instances: 690, precision: 0.8612, predictive_accuracy: 0.8609, prior_entropy: 0.9912, relative_absolute_error: 0.3752, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3296, root_relative_squared_error: 0.6633, unweighted_recall: 0.8601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9019, f_measure: 0.8621, kappa: 0.7206, kb_relative_information_score: 0.6579, mean_absolute_error: 0.1725, mean_prior_absolute_error: 0.494, weighted_recall: 0.8623, number_of_instances: 690, precision: 0.8622, predictive_accuracy: 0.8623, prior_entropy: 0.9912, relative_absolute_error: 0.3493, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3396, root_relative_squared_error: 0.6834, unweighted_recall: 0.8595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8949, f_measure: 0.846, kappa: 0.6876, kb_relative_information_score: 0.5794, mean_absolute_error: 0.2197, mean_prior_absolute_error: 0.494, weighted_recall: 0.8464, number_of_instances: 690, precision: 0.8463, predictive_accuracy: 0.8464, prior_entropy: 0.9912, relative_absolute_error: 0.4447, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.6992, unweighted_recall: 0.8422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8855, f_measure: 0.8418, kappa: 0.6792, kb_relative_information_score: 0.6358, mean_absolute_error: 0.1839, mean_prior_absolute_error: 0.494, weighted_recall: 0.842, number_of_instances: 690, precision: 0.8418, predictive_accuracy: 0.842, prior_entropy: 0.9912, relative_absolute_error: 0.3722, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3574, root_relative_squared_error: 0.7193, unweighted_recall: 0.8386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.8482, kappa: 0.6944, kb_relative_information_score: 0.5695, mean_absolute_error: 0.2255, mean_prior_absolute_error: 0.494, weighted_recall: 0.8478, number_of_instances: 690, precision: 0.8509, predictive_accuracy: 0.8478, prior_entropy: 0.9912, relative_absolute_error: 0.4564, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3428, root_relative_squared_error: 0.6898, unweighted_recall: 0.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9134, f_measure: 0.8437, kappa: 0.6843, kb_relative_information_score: 0.6468, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.494, weighted_recall: 0.8435, number_of_instances: 690, precision: 0.8445, predictive_accuracy: 0.8435, prior_entropy: 0.9912, relative_absolute_error: 0.3625, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3333, root_relative_squared_error: 0.6707, unweighted_recall: 0.8435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9116, f_measure: 0.8563, kappa: 0.7087, kb_relative_information_score: 0.6457, mean_absolute_error: 0.1809, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8563, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.3663, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3338, root_relative_squared_error: 0.6717, unweighted_recall: 0.8533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.879, f_measure: 0.814, kappa: 0.6227, kb_relative_information_score: 0.616, mean_absolute_error: 0.1911, mean_prior_absolute_error: 0.494, weighted_recall: 0.8145, number_of_instances: 690, precision: 0.8142, predictive_accuracy: 0.8145, prior_entropy: 0.9912, relative_absolute_error: 0.3868, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3696, root_relative_squared_error: 0.7438, unweighted_recall: 0.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8573, f_measure: 0.7955, kappa: 0.5856, kb_relative_information_score: 0.5608, mean_absolute_error: 0.2197, mean_prior_absolute_error: 0.494, weighted_recall: 0.7957, number_of_instances: 690, precision: 0.7954, predictive_accuracy: 0.7957, prior_entropy: 0.9912, relative_absolute_error: 0.4447, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3908, root_relative_squared_error: 0.7863, unweighted_recall: 0.7923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8782, f_measure: 0.8075, kappa: 0.6111, kb_relative_information_score: 0.5228, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.494, weighted_recall: 0.8072, number_of_instances: 690, precision: 0.8082, predictive_accuracy: 0.8072, prior_entropy: 0.9912, relative_absolute_error: 0.4959, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3723, root_relative_squared_error: 0.7491, unweighted_recall: 0.8067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9083, f_measure: 0.8462, kappa: 0.6884, kb_relative_information_score: 0.656, mean_absolute_error: 0.1728, mean_prior_absolute_error: 0.494, weighted_recall: 0.8464, number_of_instances: 690, precision: 0.8462, predictive_accuracy: 0.8464, prior_entropy: 0.9912, relative_absolute_error: 0.3497, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3396, root_relative_squared_error: 0.6834, unweighted_recall: 0.8435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8561, f_measure: 0.7924, kappa: 0.5792, kb_relative_information_score: 0.4773, mean_absolute_error: 0.2673, mean_prior_absolute_error: 0.494, weighted_recall: 0.7928, number_of_instances: 690, precision: 0.7923, predictive_accuracy: 0.7928, prior_entropy: 0.9912, relative_absolute_error: 0.5412, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3898, root_relative_squared_error: 0.7843, unweighted_recall: 0.7888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9107, f_measure: 0.8363, kappa: 0.6685, kb_relative_information_score: 0.6011, mean_absolute_error: 0.2072, mean_prior_absolute_error: 0.494, weighted_recall: 0.8362, number_of_instances: 690, precision: 0.8363, predictive_accuracy: 0.8362, prior_entropy: 0.9912, relative_absolute_error: 0.4194, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.335, root_relative_squared_error: 0.6741, unweighted_recall: 0.8344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9156, f_measure: 0.8522, kappa: 0.7009, kb_relative_information_score: 0.6197, mean_absolute_error: 0.1965, mean_prior_absolute_error: 0.494, weighted_recall: 0.8522, number_of_instances: 690, precision: 0.8523, predictive_accuracy: 0.8522, prior_entropy: 0.9912, relative_absolute_error: 0.3979, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3317, root_relative_squared_error: 0.6674, unweighted_recall: 0.8507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7142, f_measure: 0.7381, kappa: 0.4684, kb_relative_information_score: 0.2675, mean_absolute_error: 0.3803, mean_prior_absolute_error: 0.494, weighted_recall: 0.7391, number_of_instances: 690, precision: 0.7382, predictive_accuracy: 0.7391, prior_entropy: 0.9912, relative_absolute_error: 0.77, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.438, root_relative_squared_error: 0.8813, unweighted_recall: 0.7327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8942, f_measure: 0.7984, kappa: 0.5915, kb_relative_information_score: 0.5292, mean_absolute_error: 0.2388, mean_prior_absolute_error: 0.494, weighted_recall: 0.7986, number_of_instances: 690, precision: 0.7983, predictive_accuracy: 0.7986, prior_entropy: 0.9912, relative_absolute_error: 0.4834, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3626, root_relative_squared_error: 0.7297, unweighted_recall: 0.7953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.839, f_measure: 0.7925, kappa: 0.5795, kb_relative_information_score: 0.4327, mean_absolute_error: 0.2917, mean_prior_absolute_error: 0.494, weighted_recall: 0.7928, number_of_instances: 690, precision: 0.7924, predictive_accuracy: 0.7928, prior_entropy: 0.9912, relative_absolute_error: 0.5905, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4003, root_relative_squared_error: 0.8056, unweighted_recall: 0.7891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8902, f_measure: 0.8156, kappa: 0.6263, kb_relative_information_score: 0.5651, mean_absolute_error: 0.2214, mean_prior_absolute_error: 0.494, weighted_recall: 0.8159, number_of_instances: 690, precision: 0.8156, predictive_accuracy: 0.8159, prior_entropy: 0.9912, relative_absolute_error: 0.4482, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.363, root_relative_squared_error: 0.7304, unweighted_recall: 0.8122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9082, f_measure: 0.8436, kappa: 0.6837, kb_relative_information_score: 0.6446, mean_absolute_error: 0.1787, mean_prior_absolute_error: 0.494, weighted_recall: 0.8435, number_of_instances: 690, precision: 0.8439, predictive_accuracy: 0.8435, prior_entropy: 0.9912, relative_absolute_error: 0.3618, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.342, root_relative_squared_error: 0.6882, unweighted_recall: 0.8425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9169, f_measure: 0.8595, kappa: 0.7157, kb_relative_information_score: 0.6246, mean_absolute_error: 0.1949, mean_prior_absolute_error: 0.494, weighted_recall: 0.8594, number_of_instances: 690, precision: 0.8596, predictive_accuracy: 0.8594, prior_entropy: 0.9912, relative_absolute_error: 0.3946, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3287, root_relative_squared_error: 0.6614, unweighted_recall: 0.8582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9029, f_measure: 0.8402, kappa: 0.6758, kb_relative_information_score: 0.5975, mean_absolute_error: 0.2067, mean_prior_absolute_error: 0.494, weighted_recall: 0.8406, number_of_instances: 690, precision: 0.8404, predictive_accuracy: 0.8406, prior_entropy: 0.9912, relative_absolute_error: 0.4185, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3467, root_relative_squared_error: 0.6976, unweighted_recall: 0.8364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7715, f_measure: 0.774, kappa: 0.5426, kb_relative_information_score: 0.5398, mean_absolute_error: 0.2261, mean_prior_absolute_error: 0.494, weighted_recall: 0.7739, number_of_instances: 690, precision: 0.7741, predictive_accuracy: 0.7739, prior_entropy: 0.9912, relative_absolute_error: 0.4577, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4755, root_relative_squared_error: 0.9568, unweighted_recall: 0.7715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8443, f_measure: 0.7805, kappa: 0.5548, kb_relative_information_score: 0.525, mean_absolute_error: 0.2369, mean_prior_absolute_error: 0.494, weighted_recall: 0.7812, number_of_instances: 690, precision: 0.7806, predictive_accuracy: 0.7812, prior_entropy: 0.9912, relative_absolute_error: 0.4796, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4058, root_relative_squared_error: 0.8165, unweighted_recall: 0.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, f_measure: 0.8042, kappa: 0.6035, kb_relative_information_score: 0.5176, mean_absolute_error: 0.2499, mean_prior_absolute_error: 0.494, weighted_recall: 0.8043, number_of_instances: 690, precision: 0.8042, predictive_accuracy: 0.8043, prior_entropy: 0.9912, relative_absolute_error: 0.5059, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.728, unweighted_recall: 0.8015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8561, f_measure: 0.7846, kappa: 0.5629, kb_relative_information_score: 0.4503, mean_absolute_error: 0.2826, mean_prior_absolute_error: 0.494, weighted_recall: 0.7855, number_of_instances: 690, precision: 0.7851, predictive_accuracy: 0.7855, prior_entropy: 0.9912, relative_absolute_error: 0.5722, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3919, root_relative_squared_error: 0.7886, unweighted_recall: 0.7796,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

OpenML bootcamp

From your own software

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

OpenML APIs