OpenML
Supervised Classification on hill-valley

Supervised Classification on hill-valley

Task 9970 Supervised Classification hill-valley 88527 runs submitted
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  • OpenML100 study_107 study_123 study_14 study_50 study_7
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5668, f_measure: 0.5351, kappa: 0.071, kb_relative_information_score: 37.5665, mean_absolute_error: 0.4875, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5356, predictive_accuracy: 0.5355, prior_entropy: 1, recall: 0.5355, relative_absolute_error: 0.975, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.9949, scimark_benchmark: 1272.5834, usercpu_time_millis: 283.977, usercpu_time_millis_testing: 4.421, usercpu_time_millis_training: 279.556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6028, f_measure: 0.5783, kappa: 0.1568, kb_relative_information_score: 74.2754, mean_absolute_error: 0.4747, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5784, predictive_accuracy: 0.5784, prior_entropy: 1, recall: 0.5784, relative_absolute_error: 0.9494, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4954, root_relative_squared_error: 0.9908, scimark_benchmark: 1250.2124, usercpu_time_millis: 298.906, usercpu_time_millis_testing: 7.601, usercpu_time_millis_training: 291.305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5872, f_measure: 0.5626, kappa: 0.1254, kb_relative_information_score: 57.0584, mean_absolute_error: 0.4808, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5628, predictive_accuracy: 0.5627, prior_entropy: 1, recall: 0.5627, relative_absolute_error: 0.9616, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.994, scimark_benchmark: 1266.6066, usercpu_time_millis: 307.266, usercpu_time_millis_testing: 4.649, usercpu_time_millis_training: 302.617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5615, f_measure: 0.5335, kappa: 0.0677, kb_relative_information_score: 38.1125, mean_absolute_error: 0.4871, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5339, predictive_accuracy: 0.5338, prior_entropy: 1, recall: 0.5338, relative_absolute_error: 0.9743, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9985, scimark_benchmark: 1278.4239, usercpu_time_millis: 180.921, usercpu_time_millis_testing: 4.564, usercpu_time_millis_training: 176.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6165, f_measure: 0.5808, kappa: 0.1617, kb_relative_information_score: 94.3793, mean_absolute_error: 0.4674, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5809, predictive_accuracy: 0.5809, prior_entropy: 1, recall: 0.5809, relative_absolute_error: 0.9348, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9894, scimark_benchmark: 1252.9031, usercpu_time_millis: 185.268, usercpu_time_millis_testing: 3.217, usercpu_time_millis_training: 182.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.561, f_measure: 0.5399, kappa: 0.0809, kb_relative_information_score: 33.543, mean_absolute_error: 0.4889, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5406, predictive_accuracy: 0.5404, prior_entropy: 1, recall: 0.5404, relative_absolute_error: 0.9778, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.9959, scimark_benchmark: 1277.7082, usercpu_time_millis: 204.301, usercpu_time_millis_testing: 5.209, usercpu_time_millis_training: 199.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5161, f_measure: 0.5139, kappa: 0.0314, kb_relative_information_score: 7.1791, mean_absolute_error: 0.4978, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5159, predictive_accuracy: 0.5157, prior_entropy: 1, recall: 0.5157, relative_absolute_error: 0.9956, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1254.9808, usercpu_time_millis: 25.938, usercpu_time_millis_testing: 2.152, usercpu_time_millis_training: 23.786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5994, f_measure: 0.5642, kappa: 0.1287, kb_relative_information_score: 75.6461, mean_absolute_error: 0.4739, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5644, predictive_accuracy: 0.5644, prior_entropy: 1, recall: 0.5644, relative_absolute_error: 0.9478, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9932, scimark_benchmark: 1248.4969, usercpu_time_millis: 35.262, usercpu_time_millis_testing: 0.831, usercpu_time_millis_training: 34.431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5841, f_measure: 0.5536, kappa: 0.1073, kb_relative_information_score: 54.7049, mean_absolute_error: 0.4816, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5536, predictive_accuracy: 0.5536, prior_entropy: 1, recall: 0.5536, relative_absolute_error: 0.9632, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9955, scimark_benchmark: 1243.101, usercpu_time_millis: 51.784, usercpu_time_millis_testing: 1.798, usercpu_time_millis_training: 49.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5611, f_measure: 0.5365, kappa: 0.0743, kb_relative_information_score: 33.1623, mean_absolute_error: 0.489, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5373, predictive_accuracy: 0.5371, prior_entropy: 1, recall: 0.5371, relative_absolute_error: 0.978, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9962, scimark_benchmark: 1271.514, usercpu_time_millis: 164.441, usercpu_time_millis_testing: 4.043, usercpu_time_millis_training: 160.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6047, f_measure: 0.5767, kappa: 0.1535, kb_relative_information_score: 82.6651, mean_absolute_error: 0.4715, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5767, predictive_accuracy: 0.5767, prior_entropy: 1, recall: 0.5767, relative_absolute_error: 0.943, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9942, scimark_benchmark: 1263.1491, usercpu_time_millis: 89.714, usercpu_time_millis_testing: 1.908, usercpu_time_millis_training: 87.806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5508, f_measure: 0.5184, kappa: 0.038, kb_relative_information_score: 32.4705, mean_absolute_error: 0.489, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5191, predictive_accuracy: 0.519, prior_entropy: 1, recall: 0.519, relative_absolute_error: 0.9779, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5011, root_relative_squared_error: 1.0022, scimark_benchmark: 1229.0057, usercpu_time_millis: 49.574, usercpu_time_millis_testing: 2.827, usercpu_time_millis_training: 46.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5814, f_measure: 0.551, kappa: 0.1023, kb_relative_information_score: 52.0979, mean_absolute_error: 0.4825, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5512, predictive_accuracy: 0.5512, prior_entropy: 1, recall: 0.5512, relative_absolute_error: 0.9649, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9956, scimark_benchmark: 1273.6975, usercpu_time_millis: 197.939, usercpu_time_millis_testing: 3.333, usercpu_time_millis_training: 194.606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5872, f_measure: 0.5627, kappa: 0.1254, kb_relative_information_score: 55.6444, mean_absolute_error: 0.4814, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5627, predictive_accuracy: 0.5627, prior_entropy: 1, recall: 0.5627, relative_absolute_error: 0.9629, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9935, scimark_benchmark: 1281.7716, usercpu_time_millis: 234.987, usercpu_time_millis_testing: 3.374, usercpu_time_millis_training: 231.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5852, f_measure: 0.5584, kappa: 0.1172, kb_relative_information_score: 58.4609, mean_absolute_error: 0.4802, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5587, predictive_accuracy: 0.5586, prior_entropy: 1, recall: 0.5586, relative_absolute_error: 0.9604, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9975, scimark_benchmark: 1279.3125, usercpu_time_millis: 23.965, usercpu_time_millis_testing: 0.701, usercpu_time_millis_training: 23.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5685, f_measure: 0.5511, kappa: 0.1023, kb_relative_information_score: 42.3533, mean_absolute_error: 0.4858, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5512, predictive_accuracy: 0.5512, prior_entropy: 1, recall: 0.5512, relative_absolute_error: 0.9717, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0001, scimark_benchmark: 1251.0793, usercpu_time_millis: 23.218, usercpu_time_millis_testing: 1.181, usercpu_time_millis_training: 22.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.536, f_measure: 0.5133, kappa: 0.0297, kb_relative_information_score: 22.9437, mean_absolute_error: 0.4923, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.515, predictive_accuracy: 0.5149, prior_entropy: 1, recall: 0.5149, relative_absolute_error: 0.9845, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9993, scimark_benchmark: 1275.3102, usercpu_time_millis: 104.306, usercpu_time_millis_testing: 2.487, usercpu_time_millis_training: 101.819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.4932, kappa: -0.0033, kb_relative_information_score: -0.0101, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4983, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1281.3087, usercpu_time_millis: 8.575, usercpu_time_millis_testing: 1.23, usercpu_time_millis_training: 7.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5977, f_measure: 0.566, kappa: 0.132, kb_relative_information_score: 70.3766, mean_absolute_error: 0.4762, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.566, predictive_accuracy: 0.566, prior_entropy: 1, recall: 0.566, relative_absolute_error: 0.9524, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9938, scimark_benchmark: 1258.6536, usercpu_time_millis: 426.095, usercpu_time_millis_testing: 7.571, usercpu_time_millis_training: 418.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6062, f_measure: 0.5733, kappa: 0.1469, kb_relative_information_score: 89.0183, mean_absolute_error: 0.469, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5735, predictive_accuracy: 0.5734, prior_entropy: 1, recall: 0.5734, relative_absolute_error: 0.9379, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9962, scimark_benchmark: 1255.6877, usercpu_time_millis: 362.074, usercpu_time_millis_testing: 4.292, usercpu_time_millis_training: 357.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5397, f_measure: 0.5262, kappa: 0.0528, kb_relative_information_score: 26.2902, mean_absolute_error: 0.491, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5265, predictive_accuracy: 0.5264, prior_entropy: 1, recall: 0.5264, relative_absolute_error: 0.9821, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9995, scimark_benchmark: 1278.3016, usercpu_time_millis: 108.32, usercpu_time_millis_testing: 3.136, usercpu_time_millis_training: 105.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5213, f_measure: 0.53, kappa: 0.0611, kb_relative_information_score: 7.0761, mean_absolute_error: 0.4979, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5307, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.9957, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1285.6236, usercpu_time_millis: 18.517, usercpu_time_millis_testing: 1.385, usercpu_time_millis_training: 17.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5282, f_measure: 0.4948, kappa: -0.005, kb_relative_information_score: 15.267, mean_absolute_error: 0.495, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4975, predictive_accuracy: 0.4975, prior_entropy: 1, recall: 0.4975, relative_absolute_error: 0.99, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.999, scimark_benchmark: 1246.8957, usercpu_time_millis: 54.168, usercpu_time_millis_testing: 2.009, usercpu_time_millis_training: 52.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6016, f_measure: 0.5792, kappa: 0.1584, kb_relative_information_score: 81.2874, mean_absolute_error: 0.4721, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5792, predictive_accuracy: 0.5792, prior_entropy: 1, recall: 0.5792, relative_absolute_error: 0.9441, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9961, scimark_benchmark: 1258.908, usercpu_time_millis: 262.789, usercpu_time_millis_testing: 2.949, usercpu_time_millis_training: 259.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6087, f_measure: 0.5858, kappa: 0.1716, kb_relative_information_score: 84.2345, mean_absolute_error: 0.4711, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5859, predictive_accuracy: 0.5858, prior_entropy: 1, recall: 0.5858, relative_absolute_error: 0.9423, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4956, root_relative_squared_error: 0.9911, scimark_benchmark: 1281.9279, usercpu_time_millis: 115.613, usercpu_time_millis_testing: 2.827, usercpu_time_millis_training: 112.786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5254, f_measure: 0.5059, kappa: 0.0182, kb_relative_information_score: 14.357, mean_absolute_error: 0.4953, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5093, predictive_accuracy: 0.5091, prior_entropy: 1, recall: 0.5091, relative_absolute_error: 0.9905, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0001, scimark_benchmark: 1267.3693, usercpu_time_millis: 16.465, usercpu_time_millis_testing: 0.881, usercpu_time_millis_training: 15.584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6118, f_measure: 0.5841, kappa: 0.1683, kb_relative_information_score: 86.8657, mean_absolute_error: 0.4702, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5842, predictive_accuracy: 0.5842, prior_entropy: 1, recall: 0.5842, relative_absolute_error: 0.9404, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4951, root_relative_squared_error: 0.9902, scimark_benchmark: 1251.2679, usercpu_time_millis: 93.485, usercpu_time_millis_testing: 3.362, usercpu_time_millis_training: 90.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5998, f_measure: 0.5725, kappa: 0.1452, kb_relative_information_score: 76.5845, mean_absolute_error: 0.4737, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5727, predictive_accuracy: 0.5726, prior_entropy: 1, recall: 0.5726, relative_absolute_error: 0.9475, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9952, scimark_benchmark: 1282.9351, usercpu_time_millis: 598.196, usercpu_time_millis_testing: 7.01, usercpu_time_millis_training: 591.186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.548, f_measure: 0.5197, kappa: 0.0413, kb_relative_information_score: 28.3214, mean_absolute_error: 0.4905, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5208, predictive_accuracy: 0.5206, prior_entropy: 1, recall: 0.5206, relative_absolute_error: 0.981, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9973, scimark_benchmark: 1278.3956, usercpu_time_millis: 94.01, usercpu_time_millis_testing: 1.913, usercpu_time_millis_training: 92.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5965, f_measure: 0.5684, kappa: 0.137, kb_relative_information_score: 67.5824, mean_absolute_error: 0.4773, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5685, predictive_accuracy: 0.5685, prior_entropy: 1, recall: 0.5685, relative_absolute_error: 0.9545, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9937, scimark_benchmark: 1272.3784, usercpu_time_millis: 286.026, usercpu_time_millis_testing: 4.516, usercpu_time_millis_training: 281.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5697, f_measure: 0.5411, kappa: 0.0825, kb_relative_information_score: 42.7833, mean_absolute_error: 0.4857, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5413, predictive_accuracy: 0.5413, prior_entropy: 1, recall: 0.5413, relative_absolute_error: 0.9714, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9981, scimark_benchmark: 1265.9504, usercpu_time_millis: 117.075, usercpu_time_millis_testing: 3.998, usercpu_time_millis_training: 113.077,
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: 0.5452, f_measure: 0.5212, kappa: 0.0429, kb_relative_information_score: 28.2862, mean_absolute_error: 0.4904, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5215, predictive_accuracy: 0.5215, prior_entropy: 1, recall: 0.5215, relative_absolute_error: 0.9809, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.999, scimark_benchmark: 1284.9354, usercpu_time_millis: 107.358, usercpu_time_millis_testing: 3.27, usercpu_time_millis_training: 104.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5832, f_measure: 0.5577, kappa: 0.1155, kb_relative_information_score: 55.1195, mean_absolute_error: 0.4813, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5578, predictive_accuracy: 0.5578, prior_entropy: 1, recall: 0.5578, relative_absolute_error: 0.9627, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9949, scimark_benchmark: 1255.7714, usercpu_time_millis: 56.884, usercpu_time_millis_testing: 1.201, usercpu_time_millis_training: 55.683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.59, f_measure: 0.5767, kappa: 0.1535, kb_relative_information_score: 62.2542, mean_absolute_error: 0.4791, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5767, predictive_accuracy: 0.5767, prior_entropy: 1, recall: 0.5767, relative_absolute_error: 0.9583, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9967, scimark_benchmark: 1275.5491, usercpu_time_millis: 59.971, usercpu_time_millis_testing: 1.742, usercpu_time_millis_training: 58.229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5243, f_measure: 0.5171, kappa: 0.038, kb_relative_information_score: 9.5469, mean_absolute_error: 0.497, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5193, predictive_accuracy: 0.519, prior_entropy: 1, recall: 0.519, relative_absolute_error: 0.994, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9996, scimark_benchmark: 1275.6112, usercpu_time_millis: 77.997, usercpu_time_millis_testing: 2.295, usercpu_time_millis_training: 75.702,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5822, f_measure: 0.5657, kappa: 0.132, kb_relative_information_score: 48.6806, mean_absolute_error: 0.4839, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5662, predictive_accuracy: 0.566, prior_entropy: 1, recall: 0.566, relative_absolute_error: 0.9678, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9922, scimark_benchmark: 1252.0521, usercpu_time_millis: 216.244, usercpu_time_millis_testing: 3.919, usercpu_time_millis_training: 212.325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5209, f_measure: 0.5273, kappa: 0.0578, kb_relative_information_score: 8.238, mean_absolute_error: 0.4975, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5293, predictive_accuracy: 0.5289, prior_entropy: 1, recall: 0.5289, relative_absolute_error: 0.995, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9996, scimark_benchmark: 1282.7934, usercpu_time_millis: 29.327, usercpu_time_millis_testing: 1.683, usercpu_time_millis_training: 27.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4972, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0212, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4974, predictive_accuracy: 0.4975, prior_entropy: 1, recall: 0.4975, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1272.8056, usercpu_time_millis: 2.421, usercpu_time_millis_testing: 0.33, usercpu_time_millis_training: 2.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5302, f_measure: 0.5208, kappa: 0.0429, kb_relative_information_score: 18.9738, mean_absolute_error: 0.4937, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5216, predictive_accuracy: 0.5215, prior_entropy: 1, recall: 0.5215, relative_absolute_error: 0.9874, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5024, root_relative_squared_error: 1.0048, scimark_benchmark: 1276.7159, usercpu_time_millis: 65.547, usercpu_time_millis_testing: 4.512, usercpu_time_millis_training: 61.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5715, f_measure: 0.5401, kappa: 0.0809, kb_relative_information_score: 37.7576, mean_absolute_error: 0.4876, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5405, predictive_accuracy: 0.5404, prior_entropy: 1, recall: 0.5404, relative_absolute_error: 0.9752, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9938, scimark_benchmark: 1249.8452, usercpu_time_millis: 201.8, usercpu_time_millis_testing: 2.807, usercpu_time_millis_training: 198.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5549, f_measure: 0.5296, kappa: 0.0594, kb_relative_information_score: 33.6297, mean_absolute_error: 0.4887, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5297, predictive_accuracy: 0.5297, prior_entropy: 1, recall: 0.5297, relative_absolute_error: 0.9774, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5008, root_relative_squared_error: 1.0017, scimark_benchmark: 1258.3076, usercpu_time_millis: 35.864, usercpu_time_millis_testing: 2.145, usercpu_time_millis_training: 33.719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5114, f_measure: 0.5128, kappa: 0.0347, kb_relative_information_score: 1.4642, mean_absolute_error: 0.4996, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.518, predictive_accuracy: 0.5173, prior_entropy: 1, recall: 0.5173, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5006, root_relative_squared_error: 1.0011, scimark_benchmark: 1285.7743, usercpu_time_millis: 12.245, usercpu_time_millis_testing: 1.077, usercpu_time_millis_training: 11.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6085, f_measure: 0.5791, kappa: 0.1584, kb_relative_information_score: 104.2157, mean_absolute_error: 0.4627, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5793, predictive_accuracy: 0.5792, prior_entropy: 1, recall: 0.5792, relative_absolute_error: 0.9254, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5019, root_relative_squared_error: 1.0038, scimark_benchmark: 1248.8463, usercpu_time_millis: 904.49, usercpu_time_millis_testing: 9.904, usercpu_time_millis_training: 894.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4974, f_measure: 0.4932, kappa: -0.0033, kb_relative_information_score: -0.0155, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4983, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1259.9391, usercpu_time_millis: 4.107, usercpu_time_millis_testing: 0.514, usercpu_time_millis_training: 3.593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.575, f_measure: 0.5476, kappa: 0.0957, kb_relative_information_score: 33.2693, mean_absolute_error: 0.4893, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.548, predictive_accuracy: 0.5479, prior_entropy: 1, recall: 0.5479, relative_absolute_error: 0.9787, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9929, scimark_benchmark: 1275.5976, usercpu_time_millis: 351.344, usercpu_time_millis_testing: 3.94, usercpu_time_millis_training: 347.404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0098, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4991, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1282.7279, usercpu_time_millis: 2.991, usercpu_time_millis_testing: 0.246, usercpu_time_millis_training: 2.745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4975, f_measure: 0.4782, kappa: -0.0017, kb_relative_information_score: -0.0215, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.499, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1288.3739, usercpu_time_millis: 8.934, usercpu_time_millis_testing: 1.2, usercpu_time_millis_training: 7.734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6078, f_measure: 0.58, kappa: 0.1601, kb_relative_information_score: 85.6366, mean_absolute_error: 0.4705, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5801, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.941, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.9931, scimark_benchmark: 1279.6996, usercpu_time_millis: 165.182, usercpu_time_millis_testing: 2.018, usercpu_time_millis_training: 163.164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5368, f_measure: 0.5097, kappa: 0.0215, kb_relative_information_score: 22.9987, mean_absolute_error: 0.4922, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5108, predictive_accuracy: 0.5107, prior_entropy: 1, recall: 0.5107, relative_absolute_error: 0.9844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.0009, scimark_benchmark: 1263.7487, usercpu_time_millis: 20.454, usercpu_time_millis_testing: 0.887, usercpu_time_millis_training: 19.567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, f_measure: 0.4782, kappa: -0.0017, kb_relative_information_score: -0.0191, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.499, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1256.0842, usercpu_time_millis: 7.152, usercpu_time_millis_testing: 1.073, usercpu_time_millis_training: 6.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.613, f_measure: 0.5842, kappa: 0.1683, kb_relative_information_score: 87.8442, mean_absolute_error: 0.4699, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5842, predictive_accuracy: 0.5842, prior_entropy: 1, recall: 0.5842, relative_absolute_error: 0.9399, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4946, root_relative_squared_error: 0.9893, scimark_benchmark: 1283.397, usercpu_time_millis: 79.086, usercpu_time_millis_testing: 1.498, usercpu_time_millis_training: 77.588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5835, f_measure: 0.5585, kappa: 0.1172, kb_relative_information_score: 53.9131, mean_absolute_error: 0.4819, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5586, predictive_accuracy: 0.5586, prior_entropy: 1, recall: 0.5586, relative_absolute_error: 0.9637, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.995, scimark_benchmark: 1281.1658, usercpu_time_millis: 173.001, usercpu_time_millis_testing: 3.077, usercpu_time_millis_training: 169.924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5532, f_measure: 0.519, kappa: 0.038, kb_relative_information_score: 32.3496, mean_absolute_error: 0.4891, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.519, predictive_accuracy: 0.519, prior_entropy: 1, recall: 0.519, relative_absolute_error: 0.9782, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9994, scimark_benchmark: 1267.8588, usercpu_time_millis: 82.372, usercpu_time_millis_testing: 4.367, usercpu_time_millis_training: 78.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5667, f_measure: 0.547, kappa: 0.0941, kb_relative_information_score: 42.3966, mean_absolute_error: 0.4857, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.547, predictive_accuracy: 0.547, prior_entropy: 1, recall: 0.547, relative_absolute_error: 0.9714, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 0.9999, scimark_benchmark: 1283.4672, usercpu_time_millis: 68.217, usercpu_time_millis_testing: 2.151, usercpu_time_millis_training: 66.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5487, f_measure: 0.5404, kappa: 0.0809, kb_relative_information_score: 29.1481, mean_absolute_error: 0.4902, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5405, predictive_accuracy: 0.5404, prior_entropy: 1, recall: 0.5404, relative_absolute_error: 0.9805, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.0046, scimark_benchmark: 1279.5386, usercpu_time_millis: 57.545, usercpu_time_millis_testing: 4.259, usercpu_time_millis_training: 53.286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5786, f_measure: 0.5652, kappa: 0.1304, kb_relative_information_score: 49.2528, mean_absolute_error: 0.4835, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5652, predictive_accuracy: 0.5652, prior_entropy: 1, recall: 0.5652, relative_absolute_error: 0.9671, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9965, scimark_benchmark: 1279.1899, usercpu_time_millis: 131.311, usercpu_time_millis_testing: 4.117, usercpu_time_millis_training: 127.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5119, f_measure: 0.512, kappa: 0.0248, kb_relative_information_score: 3.2288, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5124, predictive_accuracy: 0.5124, prior_entropy: 1, recall: 0.5124, relative_absolute_error: 0.9981, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5008, root_relative_squared_error: 1.0015, scimark_benchmark: 1263.235, usercpu_time_millis: 2.876, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 2.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6021, f_measure: 0.5675, kappa: 0.1353, kb_relative_information_score: 82.4907, mean_absolute_error: 0.4715, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5677, predictive_accuracy: 0.5677, prior_entropy: 1, recall: 0.5677, relative_absolute_error: 0.9429, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9968, scimark_benchmark: 1255.3737, usercpu_time_millis: 244.854, usercpu_time_millis_testing: 3.084, usercpu_time_millis_training: 241.77,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5276, f_measure: 0.5055, kappa: 0.0132, kb_relative_information_score: 19.7366, mean_absolute_error: 0.4932, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5067, predictive_accuracy: 0.5066, prior_entropy: 1, recall: 0.5066, relative_absolute_error: 0.9864, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5026, root_relative_squared_error: 1.0051, scimark_benchmark: 1276.4577, usercpu_time_millis: 38.926, usercpu_time_millis_testing: 2.484, usercpu_time_millis_training: 36.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5682, f_measure: 0.5313, kappa: 0.066, kb_relative_information_score: 30.8837, mean_absolute_error: 0.49, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5335, predictive_accuracy: 0.533, prior_entropy: 1, recall: 0.533, relative_absolute_error: 0.98, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9967, scimark_benchmark: 1283.5077, usercpu_time_millis: 144.468, usercpu_time_millis_testing: 1.782, usercpu_time_millis_training: 142.686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5181, f_measure: 0.5274, kappa: 0.0561, kb_relative_information_score: 5.2684, mean_absolute_error: 0.4984, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5282, predictive_accuracy: 0.5281, prior_entropy: 1, recall: 0.5281, relative_absolute_error: 0.9968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0002, scimark_benchmark: 1264.7199, usercpu_time_millis: 24.883, usercpu_time_millis_testing: 1.12, usercpu_time_millis_training: 23.763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.4958, kappa: 0.0017, kb_relative_information_score: 0.0015, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5009, predictive_accuracy: 0.5008, prior_entropy: 1, recall: 0.5008, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1284.5656, usercpu_time_millis: 9.667, usercpu_time_millis_testing: 1.126, usercpu_time_millis_training: 8.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5552, f_measure: 0.5321, kappa: 0.0644, kb_relative_information_score: 33.0259, mean_absolute_error: 0.4889, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5322, predictive_accuracy: 0.5322, prior_entropy: 1, recall: 0.5322, relative_absolute_error: 0.9778, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.0009, scimark_benchmark: 1255.7673, usercpu_time_millis: 61.116, usercpu_time_millis_testing: 4.357, usercpu_time_millis_training: 56.759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5536, f_measure: 0.5216, kappa: 0.0446, kb_relative_information_score: 32.6524, mean_absolute_error: 0.489, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5224, predictive_accuracy: 0.5223, prior_entropy: 1, recall: 0.5223, relative_absolute_error: 0.978, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5003, root_relative_squared_error: 1.0006, scimark_benchmark: 1263.1682, usercpu_time_millis: 75.172, usercpu_time_millis_testing: 3.315, usercpu_time_millis_training: 71.857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5972, f_measure: 0.5734, kappa: 0.1469, kb_relative_information_score: 75.201, mean_absolute_error: 0.4744, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5735, predictive_accuracy: 0.5734, prior_entropy: 1, recall: 0.5734, relative_absolute_error: 0.9488, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.998, scimark_benchmark: 1283.3266, usercpu_time_millis: 24.864, usercpu_time_millis_testing: 0.759, usercpu_time_millis_training: 24.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5392, f_measure: 0.5218, kappa: 0.0479, kb_relative_information_score: 16.1475, mean_absolute_error: 0.4949, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5244, predictive_accuracy: 0.5239, prior_entropy: 1, recall: 0.5239, relative_absolute_error: 0.9897, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9984, scimark_benchmark: 1261.4443, usercpu_time_millis: 44.089, usercpu_time_millis_testing: 1.598, usercpu_time_millis_training: 42.491,

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