OpenML
Supervised Classification on sleuth_ex1605

Supervised Classification on sleuth_ex1605

Task 4326 Supervised Classification sleuth_ex1605 211 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8187, f_measure: 0.7645, kappa: 0.529, kb_relative_information_score: 249.8298, mean_absolute_error: 0.313, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7646, predictive_accuracy: 0.7645, prior_entropy: 1, recall: 0.7645, relative_absolute_error: 0.6259, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4113, root_relative_squared_error: 0.8225, scimark_benchmark: 1360.6367,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7336, f_measure: 0.7005, kappa: 0.4032, kb_relative_information_score: 190.597, mean_absolute_error: 0.356, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7045, predictive_accuracy: 0.7016, prior_entropy: 1, recall: 0.7016, relative_absolute_error: 0.7121, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4695, root_relative_squared_error: 0.9391, scimark_benchmark: 1339.5666, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8431, f_measure: 0.7579, kappa: 0.5161, kb_relative_information_score: 263.5447, mean_absolute_error: 0.2973, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7588, predictive_accuracy: 0.7581, prior_entropy: 1, recall: 0.7581, relative_absolute_error: 0.5945, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.7944, scimark_benchmark: 1260.1387, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7394, f_measure: 0.775, kappa: 0.5645, kb_relative_information_score: 254.8108, mean_absolute_error: 0.3081, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.8238, predictive_accuracy: 0.7823, prior_entropy: 1, recall: 0.7823, relative_absolute_error: 0.6162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4144, root_relative_squared_error: 0.8288, scimark_benchmark: 1347.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8431, f_measure: 0.7579, kappa: 0.5161, kb_relative_information_score: 263.5447, mean_absolute_error: 0.2973, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7588, predictive_accuracy: 0.7581, prior_entropy: 1, recall: 0.7581, relative_absolute_error: 0.5945, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.7944, scimark_benchmark: 1260.1387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7336, f_measure: 0.7005, kappa: 0.4032, kb_relative_information_score: 190.597, mean_absolute_error: 0.356, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7045, predictive_accuracy: 0.7016, prior_entropy: 1, recall: 0.7016, relative_absolute_error: 0.7121, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4695, root_relative_squared_error: 0.9391, scimark_benchmark: 1344.4042, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8431, f_measure: 0.7579, kappa: 0.5161, kb_relative_information_score: 263.5447, mean_absolute_error: 0.2973, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7588, predictive_accuracy: 0.7581, prior_entropy: 1, recall: 0.7581, relative_absolute_error: 0.5945, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.7944, scimark_benchmark: 1281.7531, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7394, f_measure: 0.775, kappa: 0.5645, kb_relative_information_score: 254.8108, mean_absolute_error: 0.3081, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.8238, predictive_accuracy: 0.7823, prior_entropy: 1, recall: 0.7823, relative_absolute_error: 0.6162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4144, root_relative_squared_error: 0.8288, scimark_benchmark: 1341.5795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7158, f_measure: 0.7416, kappa: 0.5032, kb_relative_information_score: 235.4786, mean_absolute_error: 0.32, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7977, predictive_accuracy: 0.7516, prior_entropy: 1, recall: 0.7516, relative_absolute_error: 0.64, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4286, root_relative_squared_error: 0.8573, scimark_benchmark: 1335.2029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7394, f_measure: 0.775, kappa: 0.5645, kb_relative_information_score: 254.8108, mean_absolute_error: 0.3081, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.8238, predictive_accuracy: 0.7823, prior_entropy: 1, recall: 0.7823, relative_absolute_error: 0.6162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4144, root_relative_squared_error: 0.8288, scimark_benchmark: 1345.7204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7394, f_measure: 0.775, kappa: 0.5645, kb_relative_information_score: 254.8108, mean_absolute_error: 0.3081, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.8238, predictive_accuracy: 0.7823, prior_entropy: 1, recall: 0.7823, relative_absolute_error: 0.6162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4144, root_relative_squared_error: 0.8288, scimark_benchmark: 1345.7204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8187, f_measure: 0.7645, kappa: 0.529, kb_relative_information_score: 249.8298, mean_absolute_error: 0.313, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7646, predictive_accuracy: 0.7645, prior_entropy: 1, recall: 0.7645, relative_absolute_error: 0.6259, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4113, root_relative_squared_error: 0.8225, scimark_benchmark: 1327.5791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7158, f_measure: 0.7416, kappa: 0.5032, kb_relative_information_score: 235.4786, mean_absolute_error: 0.32, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7977, predictive_accuracy: 0.7516, prior_entropy: 1, recall: 0.7516, relative_absolute_error: 0.64, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4286, root_relative_squared_error: 0.8573, scimark_benchmark: 1329.8902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7397, f_measure: 0.775, kappa: 0.5645, kb_relative_information_score: 260.0964, mean_absolute_error: 0.3037, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.8238, predictive_accuracy: 0.7823, prior_entropy: 1, recall: 0.7823, relative_absolute_error: 0.6075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4149, root_relative_squared_error: 0.8297, scimark_benchmark: 1350.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7394, f_measure: 0.775, kappa: 0.5645, kb_relative_information_score: 254.8108, mean_absolute_error: 0.3081, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.8238, predictive_accuracy: 0.7823, prior_entropy: 1, recall: 0.7823, relative_absolute_error: 0.6162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4144, root_relative_squared_error: 0.8288, scimark_benchmark: 933.1165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7394, f_measure: 0.775, kappa: 0.5645, kb_relative_information_score: 254.8108, mean_absolute_error: 0.3081, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.8238, predictive_accuracy: 0.7823, prior_entropy: 1, recall: 0.7823, relative_absolute_error: 0.6162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4144, root_relative_squared_error: 0.8288, scimark_benchmark: 1343.2125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8187, f_measure: 0.7645, kappa: 0.529, kb_relative_information_score: 249.8298, mean_absolute_error: 0.313, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7646, predictive_accuracy: 0.7645, prior_entropy: 1, recall: 0.7645, relative_absolute_error: 0.6259, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4113, root_relative_squared_error: 0.8225, scimark_benchmark: 1314.7093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, f_measure: 0.7582, kappa: 0.5194, kb_relative_information_score: 280.858, mean_absolute_error: 0.2812, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7663, predictive_accuracy: 0.7597, prior_entropy: 1, recall: 0.7597, relative_absolute_error: 0.5623, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4377, root_relative_squared_error: 0.8754, scimark_benchmark: 1328.941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6984, f_measure: 0.7552, kappa: 0.5323, kb_relative_information_score: 238.952, mean_absolute_error: 0.3183, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.824, predictive_accuracy: 0.7661, prior_entropy: 1, recall: 0.7661, relative_absolute_error: 0.6367, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4043, root_relative_squared_error: 0.8085, scimark_benchmark: 1340.1351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8136, f_measure: 0.7693, kappa: 0.5387, kb_relative_information_score: 299.4636, mean_absolute_error: 0.2654, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7694, predictive_accuracy: 0.7694, prior_entropy: 1, recall: 0.7694, relative_absolute_error: 0.5308, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4434, root_relative_squared_error: 0.8869, scimark_benchmark: 1327.2954, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8275, f_measure: 0.7596, kappa: 0.5194, kb_relative_information_score: 307.122, mean_absolute_error: 0.2558, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.76, predictive_accuracy: 0.7597, prior_entropy: 1, recall: 0.7597, relative_absolute_error: 0.5115, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4421, root_relative_squared_error: 0.8842, scimark_benchmark: 1342.1678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8373, f_measure: 0.7382, kappa: 0.4774, kb_relative_information_score: 234.3105, mean_absolute_error: 0.3247, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7404, predictive_accuracy: 0.7387, prior_entropy: 1, recall: 0.7387, relative_absolute_error: 0.6493, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.7947, scimark_benchmark: 892.0148, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8101, f_measure: 0.7532, kappa: 0.5065, kb_relative_information_score: 305.4627, mean_absolute_error: 0.2557, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7534, predictive_accuracy: 0.7532, prior_entropy: 1, recall: 0.7532, relative_absolute_error: 0.5114, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4671, root_relative_squared_error: 0.9342, scimark_benchmark: 1343.6648, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7397, f_measure: 0.775, kappa: 0.5645, kb_relative_information_score: 260.0964, mean_absolute_error: 0.3037, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.8238, predictive_accuracy: 0.7823, prior_entropy: 1, recall: 0.7823, relative_absolute_error: 0.6075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4149, root_relative_squared_error: 0.8297, scimark_benchmark: 1357.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8235, f_measure: 0.7482, kappa: 0.4968, kb_relative_information_score: 196.9961, mean_absolute_error: 0.3571, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7491, predictive_accuracy: 0.7484, prior_entropy: 1, recall: 0.7484, relative_absolute_error: 0.7141, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4124, root_relative_squared_error: 0.8248, scimark_benchmark: 922.1419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8187, f_measure: 0.7645, kappa: 0.529, kb_relative_information_score: 249.8298, mean_absolute_error: 0.313, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7646, predictive_accuracy: 0.7645, prior_entropy: 1, recall: 0.7645, relative_absolute_error: 0.6259, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4113, root_relative_squared_error: 0.8225, scimark_benchmark: 950.6776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7792, f_measure: 0.7706, kappa: 0.5419, kb_relative_information_score: 314.797, mean_absolute_error: 0.2478, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7729, predictive_accuracy: 0.771, prior_entropy: 1, recall: 0.771, relative_absolute_error: 0.4955, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4677, root_relative_squared_error: 0.9353, scimark_benchmark: 1332.576, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7158, f_measure: 0.7416, kappa: 0.5032, kb_relative_information_score: 235.4786, mean_absolute_error: 0.32, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7977, predictive_accuracy: 0.7516, prior_entropy: 1, recall: 0.7516, relative_absolute_error: 0.64, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4286, root_relative_squared_error: 0.8573, scimark_benchmark: 1371.9645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8369, f_measure: 0.7556, kappa: 0.5161, kb_relative_information_score: 195.0607, mean_absolute_error: 0.3613, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7688, predictive_accuracy: 0.7581, prior_entropy: 1, recall: 0.7581, relative_absolute_error: 0.7227, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.402, root_relative_squared_error: 0.804, scimark_benchmark: 1320.9366, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8322, f_measure: 0.752, kappa: 0.5097, kb_relative_information_score: 193.0056, mean_absolute_error: 0.3628, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7669, predictive_accuracy: 0.7548, prior_entropy: 1, recall: 0.7548, relative_absolute_error: 0.7256, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4032, root_relative_squared_error: 0.8065, scimark_benchmark: 1307.3764, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.834, f_measure: 0.7724, kappa: 0.5452, kb_relative_information_score: 300.0115, mean_absolute_error: 0.2644, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7732, predictive_accuracy: 0.7726, prior_entropy: 1, recall: 0.7726, relative_absolute_error: 0.5288, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4262, root_relative_squared_error: 0.8524, scimark_benchmark: 1314.0383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8355, f_measure: 0.7285, kappa: 0.4581, kb_relative_information_score: 233.6813, mean_absolute_error: 0.3248, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7309, predictive_accuracy: 0.729, prior_entropy: 1, recall: 0.729, relative_absolute_error: 0.6497, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3984, root_relative_squared_error: 0.7967, scimark_benchmark: 1325.2932, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.55, f_measure: 0.5499, kappa: 0.1, kb_relative_information_score: 62, mean_absolute_error: 0.45, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.5501, predictive_accuracy: 0.55, prior_entropy: 1, recall: 0.55, relative_absolute_error: 0.9, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6708, root_relative_squared_error: 1.3416, scimark_benchmark: 1356.6978, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8475, f_measure: 0.7645, kappa: 0.529, kb_relative_information_score: 275.2243, mean_absolute_error: 0.2873, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7646, predictive_accuracy: 0.7645, prior_entropy: 1, recall: 0.7645, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4037, root_relative_squared_error: 0.8074, scimark_benchmark: 938.0414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7913, f_measure: 0.7564, kappa: 0.5355, kb_relative_information_score: 253.0353, mean_absolute_error: 0.3059, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.8293, predictive_accuracy: 0.7677, prior_entropy: 1, recall: 0.7677, relative_absolute_error: 0.6119, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4029, root_relative_squared_error: 0.8058, scimark_benchmark: 996.6105, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7097, f_measure: 0.7097, kappa: 0.4194, kb_relative_information_score: 260, mean_absolute_error: 0.2903, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7097, predictive_accuracy: 0.7097, prior_entropy: 1, recall: 0.7097, relative_absolute_error: 0.5806, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5388, root_relative_squared_error: 1.0776, scimark_benchmark: 1281.7531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.838, f_measure: 0.7705, kappa: 0.5452, kb_relative_information_score: 192.9132, mean_absolute_error: 0.3629, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7828, predictive_accuracy: 0.7726, prior_entropy: 1, recall: 0.7726, relative_absolute_error: 0.7258, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4041, root_relative_squared_error: 0.8081, scimark_benchmark: 961.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7395, f_measure: 0.775, kappa: 0.5645, kb_relative_information_score: 250.5598, mean_absolute_error: 0.3115, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.8238, predictive_accuracy: 0.7823, prior_entropy: 1, recall: 0.7823, relative_absolute_error: 0.6229, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4147, root_relative_squared_error: 0.8293, scimark_benchmark: 1360.1753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7403, f_measure: 0.7403, kappa: 0.4806, kb_relative_information_score: 298, mean_absolute_error: 0.2597, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7404, predictive_accuracy: 0.7403, prior_entropy: 1, recall: 0.7403, relative_absolute_error: 0.5194, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5096, root_relative_squared_error: 1.0192, scimark_benchmark: 1319.4881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7963, f_measure: 0.7541, kappa: 0.5129, kb_relative_information_score: 135.6213, mean_absolute_error: 0.407, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7668, predictive_accuracy: 0.7565, prior_entropy: 1, recall: 0.7565, relative_absolute_error: 0.814, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4482, root_relative_squared_error: 0.8964, scimark_benchmark: 898.1296, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4714, f_measure: 0.3929, kappa: -0.0323, kb_relative_information_score: -0.5018, mean_absolute_error: 0.5003, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.4597, predictive_accuracy: 0.4839, prior_entropy: 1, recall: 0.4839, relative_absolute_error: 1.0006, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5003, root_relative_squared_error: 1.0006, scimark_benchmark: 1346.3935,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7816, f_measure: 0.7502, kappa: 0.5032, kb_relative_information_score: 256.979, mean_absolute_error: 0.3035, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7573, predictive_accuracy: 0.7516, prior_entropy: 1, recall: 0.7516, relative_absolute_error: 0.6071, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4399, root_relative_squared_error: 0.8797, scimark_benchmark: 1317.0962,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7145, f_measure: 0.7142, kappa: 0.429, kb_relative_information_score: 266, mean_absolute_error: 0.2855, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7153, predictive_accuracy: 0.7145, prior_entropy: 1, recall: 0.7145, relative_absolute_error: 0.571, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5343, root_relative_squared_error: 1.0686, scimark_benchmark: 1073.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7682, f_measure: 0.7292, kappa: 0.4645, kb_relative_information_score: 226.7765, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7433, predictive_accuracy: 0.7323, prior_entropy: 1, recall: 0.7323, relative_absolute_error: 0.6518, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4308, root_relative_squared_error: 0.8615, scimark_benchmark: 1319.9043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7638, f_measure: 0.7313, kappa: 0.4677, kb_relative_information_score: 240.1581, mean_absolute_error: 0.3141, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7433, predictive_accuracy: 0.7339, prior_entropy: 1, recall: 0.7339, relative_absolute_error: 0.6282, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4442, root_relative_squared_error: 0.8884, scimark_benchmark: 1359.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7919, f_measure: 0.7919, kappa: 0.5839, kb_relative_information_score: 362, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.792, predictive_accuracy: 0.7919, prior_entropy: 1, recall: 0.7919, relative_absolute_error: 0.4161, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4561, root_relative_squared_error: 0.9123, scimark_benchmark: 1318.1432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6984, f_measure: 0.6804, kappa: 0.3968, kb_relative_information_score: 246, mean_absolute_error: 0.3016, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7559, predictive_accuracy: 0.6984, prior_entropy: 1, recall: 0.6984, relative_absolute_error: 0.6032, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5492, root_relative_squared_error: 1.0984, scimark_benchmark: 825.5282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7568, f_measure: 0.7376, kappa: 0.4806, kb_relative_information_score: 251.5106, mean_absolute_error: 0.305, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7507, predictive_accuracy: 0.7403, prior_entropy: 1, recall: 0.7403, relative_absolute_error: 0.61, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.452, root_relative_squared_error: 0.904, scimark_benchmark: 1330.0803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6403, f_measure: 0.6403, kappa: 0.2806, kb_relative_information_score: 174, mean_absolute_error: 0.3597, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.6404, predictive_accuracy: 0.6403, prior_entropy: 1, recall: 0.6403, relative_absolute_error: 0.7194, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5997, root_relative_squared_error: 1.1995, scimark_benchmark: 1465.2979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7129, f_measure: 0.7125, kappa: 0.4258, kb_relative_information_score: 264, mean_absolute_error: 0.2871, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.714, predictive_accuracy: 0.7129, prior_entropy: 1, recall: 0.7129, relative_absolute_error: 0.5742, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5358, root_relative_squared_error: 1.0716, scimark_benchmark: 1341.2341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4714, f_measure: 0.3929, kappa: -0.0323, kb_relative_information_score: -0.5018, mean_absolute_error: 0.5003, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.4597, predictive_accuracy: 0.4839, prior_entropy: 1, recall: 0.4839, relative_absolute_error: 1.0006, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5003, root_relative_squared_error: 1.0006, scimark_benchmark: 1358.4955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7485, f_measure: 0.7373, kappa: 0.4806, kb_relative_information_score: 248.6558, mean_absolute_error: 0.3075, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7521, predictive_accuracy: 0.7403, prior_entropy: 1, recall: 0.7403, relative_absolute_error: 0.615, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4563, root_relative_squared_error: 0.9125, scimark_benchmark: 1418.5826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7598, build_cpu_time: 0.1805, build_memory: 866802530.2323, f_measure: 0.7467, kappa: 0.4935, kb_relative_information_score: 304.6518, mean_absolute_error: 0.2547, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.747, predictive_accuracy: 0.7468, prior_entropy: 1, recall: 0.7468, relative_absolute_error: 0.5093, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.9939, scimark_benchmark: 931.9798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7664, build_cpu_time: 0.0959, build_memory: 1170669541.9484, f_measure: 0.7467, kappa: 0.4935, kb_relative_information_score: 303.7546, mean_absolute_error: 0.2554, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7469, predictive_accuracy: 0.7468, prior_entropy: 1, recall: 0.7468, relative_absolute_error: 0.5108, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9922, scimark_benchmark: 944.5683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7799, build_cpu_time: 0.0603, build_memory: 869446758.529, f_measure: 0.7434, kappa: 0.4871, kb_relative_information_score: 302.4897, mean_absolute_error: 0.2563, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.744, predictive_accuracy: 0.7435, prior_entropy: 1, recall: 0.7435, relative_absolute_error: 0.5126, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9932, scimark_benchmark: 941.4198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7799, build_cpu_time: 0.0588, build_memory: 733339732.5161, f_measure: 0.7434, kappa: 0.4871, kb_relative_information_score: 302.4897, mean_absolute_error: 0.2563, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.744, predictive_accuracy: 0.7435, prior_entropy: 1, recall: 0.7435, relative_absolute_error: 0.5126, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9932, scimark_benchmark: 945.0342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7854, build_cpu_time: 0.0245, build_memory: 985453742.3097, f_measure: 0.7516, kappa: 0.5032, kb_relative_information_score: 311.1482, mean_absolute_error: 0.2496, mean_prior_absolute_error: 0.5, number_of_instances: 620, precision: 0.7517, predictive_accuracy: 0.7516, prior_entropy: 1, recall: 0.7516, relative_absolute_error: 0.4991, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.9728, scimark_benchmark: 943.1654,

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