Task
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: 0.4965, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0165, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1224.3697, usercpu_time_millis: 5.306, usercpu_time_millis_testing: 0.716, usercpu_time_millis_training: 4.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5076, f_measure: 0.5167, kappa: 0.0347, kb_relative_information_score: 3.5687, mean_absolute_error: 0.4989, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5174, predictive_accuracy: 0.5173, prior_entropy: 1, recall: 0.5173, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5006, root_relative_squared_error: 1.0012, scimark_benchmark: 1278.3995, usercpu_time_millis: 14.159, usercpu_time_millis_testing: 1.28, usercpu_time_millis_training: 12.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5143, f_measure: 0.5221, kappa: 0.0446, kb_relative_information_score: 3.8777, mean_absolute_error: 0.4989, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5223, predictive_accuracy: 0.5223, prior_entropy: 1, recall: 0.5223, relative_absolute_error: 0.9977, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.0009, scimark_benchmark: 1271.9882, usercpu_time_millis: 23.371, usercpu_time_millis_testing: 1.584, usercpu_time_millis_training: 21.787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5945, f_measure: 0.566, kappa: 0.132, kb_relative_information_score: 70.6577, mean_absolute_error: 0.4759, 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: 0.9518, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9964, scimark_benchmark: 1276.8927, usercpu_time_millis: 259.987, usercpu_time_millis_testing: 5.719, usercpu_time_millis_training: 254.268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5138, f_measure: 0.4966, kappa: 0.0017, kb_relative_information_score: 11.1614, mean_absolute_error: 0.4963, 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: 0.9925, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5011, root_relative_squared_error: 1.0021, scimark_benchmark: 1277.1214, usercpu_time_millis: 28.062, usercpu_time_millis_testing: 1.933, usercpu_time_millis_training: 26.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5813, f_measure: 0.5503, kappa: 0.1007, kb_relative_information_score: 50.9999, mean_absolute_error: 0.483, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5503, predictive_accuracy: 0.5503, prior_entropy: 1, recall: 0.5503, relative_absolute_error: 0.9659, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9951, scimark_benchmark: 1243.9008, usercpu_time_millis: 29.703, usercpu_time_millis_testing: 1.44, usercpu_time_millis_training: 28.263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6048, f_measure: 0.5791, kappa: 0.1584, kb_relative_information_score: 78.9894, mean_absolute_error: 0.4729, 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: 0.9459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.991, scimark_benchmark: 1255.8604, usercpu_time_millis: 98.895, usercpu_time_millis_testing: 1.551, usercpu_time_millis_training: 97.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5946, f_measure: 0.5684, kappa: 0.137, kb_relative_information_score: 68.9638, mean_absolute_error: 0.4764, 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: 0.9529, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9956, scimark_benchmark: 1275.7843, usercpu_time_millis: 42.415, usercpu_time_millis_testing: 0.635, usercpu_time_millis_training: 41.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6045, f_measure: 0.5791, kappa: 0.1584, kb_relative_information_score: 75.0385, mean_absolute_error: 0.4745, 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: 0.9491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9895, scimark_benchmark: 1262.9148, usercpu_time_millis: 238.672, usercpu_time_millis_testing: 3.561, usercpu_time_millis_training: 235.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.605, f_measure: 0.5932, kappa: 0.1865, kb_relative_information_score: 84.2203, mean_absolute_error: 0.4712, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5933, predictive_accuracy: 0.5932, prior_entropy: 1, recall: 0.5932, relative_absolute_error: 0.9423, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9958, scimark_benchmark: 1285.9814, usercpu_time_millis: 36.424, usercpu_time_millis_testing: 0.812, usercpu_time_millis_training: 35.612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5587, f_measure: 0.5321, kappa: 0.0644, kb_relative_information_score: 36.3411, mean_absolute_error: 0.4878, 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: 0.9755, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5004, root_relative_squared_error: 1.0008, scimark_benchmark: 1284.0638, usercpu_time_millis: 47.404, usercpu_time_millis_testing: 2.227, usercpu_time_millis_training: 45.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5397, f_measure: 0.5246, kappa: 0.0495, kb_relative_information_score: 23.3596, mean_absolute_error: 0.4921, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5248, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.9843, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5004, root_relative_squared_error: 1.0007, scimark_benchmark: 1254.7507, usercpu_time_millis: 61.252, usercpu_time_millis_testing: 3.3, usercpu_time_millis_training: 57.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5344, f_measure: 0.5185, kappa: 0.0413, kb_relative_information_score: 18.7356, mean_absolute_error: 0.4938, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.521, predictive_accuracy: 0.5206, prior_entropy: 1, recall: 0.5206, relative_absolute_error: 0.9876, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9996, scimark_benchmark: 1282.1353, usercpu_time_millis: 109.877, usercpu_time_millis_testing: 3.937, usercpu_time_millis_training: 105.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6075, f_measure: 0.5825, kappa: 0.165, kb_relative_information_score: 80.1112, mean_absolute_error: 0.4728, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5825, predictive_accuracy: 0.5825, prior_entropy: 1, recall: 0.5825, relative_absolute_error: 0.9455, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4953, root_relative_squared_error: 0.9905, scimark_benchmark: 1230.3234, usercpu_time_millis: 193.911, usercpu_time_millis_testing: 5.701, usercpu_time_millis_training: 188.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5917, f_measure: 0.5717, kappa: 0.1436, kb_relative_information_score: 62.9616, mean_absolute_error: 0.4787, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5718, predictive_accuracy: 0.5718, prior_entropy: 1, recall: 0.5718, relative_absolute_error: 0.9575, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9944, scimark_benchmark: 1253.4907, usercpu_time_millis: 260.213, usercpu_time_millis_testing: 3.559, usercpu_time_millis_training: 256.654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4975, f_measure: 0.4984, kappa: -0.0033, kb_relative_information_score: -0.015, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4984, 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: 1255.5857, usercpu_time_millis: 10.464, usercpu_time_millis_testing: 1.387, usercpu_time_millis_training: 9.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5884, f_measure: 0.5627, kappa: 0.1254, kb_relative_information_score: 56.4741, mean_absolute_error: 0.4812, 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: 0.9623, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9925, scimark_benchmark: 1262.1131, usercpu_time_millis: 316.584, usercpu_time_millis_testing: 3.838, usercpu_time_millis_training: 312.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5359, f_measure: 0.518, kappa: 0.0429, kb_relative_information_score: 18.7096, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5221, predictive_accuracy: 0.5215, prior_entropy: 1, recall: 0.5215, relative_absolute_error: 0.9878, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.9979, scimark_benchmark: 1264.468, usercpu_time_millis: 91.441, usercpu_time_millis_testing: 3.494, usercpu_time_millis_training: 87.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5192, f_measure: 0.5142, kappa: 0.033, kb_relative_information_score: 8.5493, mean_absolute_error: 0.4973, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5168, predictive_accuracy: 0.5165, prior_entropy: 1, recall: 0.5165, relative_absolute_error: 0.9947, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9995, scimark_benchmark: 1255.8645, usercpu_time_millis: 38.814, usercpu_time_millis_testing: 2.072, usercpu_time_millis_training: 36.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5501, f_measure: 0.518, kappa: 0.0396, kb_relative_information_score: 18.9041, mean_absolute_error: 0.494, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5201, predictive_accuracy: 0.5198, prior_entropy: 1, recall: 0.5198, relative_absolute_error: 0.9881, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9964, scimark_benchmark: 1275.1756, usercpu_time_millis: 49.08, usercpu_time_millis_testing: 1.05, usercpu_time_millis_training: 48.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5658, f_measure: 0.5357, kappa: 0.0726, kb_relative_information_score: 40.1102, mean_absolute_error: 0.4865, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5365, predictive_accuracy: 0.5363, prior_entropy: 1, recall: 0.5363, relative_absolute_error: 0.973, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9973, scimark_benchmark: 1281.8505, usercpu_time_millis: 112.025, usercpu_time_millis_testing: 2.091, usercpu_time_millis_training: 109.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5595, f_measure: 0.5396, kappa: 0.0792, kb_relative_information_score: 41.7938, mean_absolute_error: 0.4857, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5396, predictive_accuracy: 0.5396, prior_entropy: 1, recall: 0.5396, relative_absolute_error: 0.9713, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5039, root_relative_squared_error: 1.0077, scimark_benchmark: 1277.3245, usercpu_time_millis: 7.03, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 6.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5524, f_measure: 0.5247, kappa: 0.0512, kb_relative_information_score: 30.292, mean_absolute_error: 0.4898, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5258, predictive_accuracy: 0.5256, prior_entropy: 1, recall: 0.5256, relative_absolute_error: 0.9797, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9983, scimark_benchmark: 1248.4115, usercpu_time_millis: 78.949, usercpu_time_millis_testing: 1.756, usercpu_time_millis_training: 77.193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5755, f_measure: 0.5512, kappa: 0.1023, kb_relative_information_score: 49.3341, mean_absolute_error: 0.4833, 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: 0.9666, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.9979, scimark_benchmark: 1253.7205, usercpu_time_millis: 147.988, usercpu_time_millis_testing: 3.637, usercpu_time_millis_training: 144.351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5896, f_measure: 0.561, kappa: 0.1221, kb_relative_information_score: 75.0039, mean_absolute_error: 0.4737, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5611, predictive_accuracy: 0.5611, prior_entropy: 1, recall: 0.5611, relative_absolute_error: 0.9474, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5025, root_relative_squared_error: 1.005, scimark_benchmark: 1275.7167, usercpu_time_millis: 8.716, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 8.364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5493, f_measure: 0.5287, kappa: 0.0578, kb_relative_information_score: 25.9729, mean_absolute_error: 0.4915, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5289, predictive_accuracy: 0.5289, prior_entropy: 1, recall: 0.5289, relative_absolute_error: 0.9831, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.9991, scimark_benchmark: 1250.4555, usercpu_time_millis: 23.726, usercpu_time_millis_testing: 1.041, usercpu_time_millis_training: 22.685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.512, f_measure: 0.5162, kappa: 0.033, kb_relative_information_score: 3.6086, mean_absolute_error: 0.4989, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5165, predictive_accuracy: 0.5165, prior_entropy: 1, recall: 0.5165, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5006, root_relative_squared_error: 1.0012, scimark_benchmark: 1250.5939, usercpu_time_millis: 29.431, usercpu_time_millis_testing: 0.969, usercpu_time_millis_training: 28.462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0079, 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: 1274.0257, usercpu_time_millis: 7.738, usercpu_time_millis_testing: 1.082, usercpu_time_millis_training: 6.656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5804, f_measure: 0.5568, kappa: 0.1139, kb_relative_information_score: 52.3506, mean_absolute_error: 0.4823, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.557, predictive_accuracy: 0.5569, prior_entropy: 1, recall: 0.5569, relative_absolute_error: 0.9647, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.996, scimark_benchmark: 1238.6484, usercpu_time_millis: 174.963, usercpu_time_millis_testing: 2.706, usercpu_time_millis_training: 172.257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0107, 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: 1285.3759, usercpu_time_millis: 7.327, usercpu_time_millis_testing: 1.154, usercpu_time_millis_training: 6.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.521, f_measure: 0.5138, kappa: 0.033, kb_relative_information_score: 9.2806, mean_absolute_error: 0.4971, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5169, predictive_accuracy: 0.5165, prior_entropy: 1, recall: 0.5165, relative_absolute_error: 0.9942, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9992, scimark_benchmark: 1277.3269, usercpu_time_millis: 75.22, usercpu_time_millis_testing: 2.344, usercpu_time_millis_training: 72.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5816, f_measure: 0.5668, kappa: 0.1337, kb_relative_information_score: 60.5815, mean_absolute_error: 0.4794, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5668, predictive_accuracy: 0.5668, prior_entropy: 1, recall: 0.5668, relative_absolute_error: 0.9588, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5019, root_relative_squared_error: 1.0038, scimark_benchmark: 1275.6707, usercpu_time_millis: 170.22, usercpu_time_millis_testing: 8.675, usercpu_time_millis_training: 161.545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.546, f_measure: 0.5178, kappa: 0.038, kb_relative_information_score: 25.4271, mean_absolute_error: 0.4915, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5192, predictive_accuracy: 0.519, prior_entropy: 1, recall: 0.519, relative_absolute_error: 0.9831, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.9979, scimark_benchmark: 1253.7146, usercpu_time_millis: 88.636, usercpu_time_millis_testing: 2.282, usercpu_time_millis_training: 86.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.4775, kappa: -0.0033, kb_relative_information_score: -0.0067, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.498, 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: 1251.8985, usercpu_time_millis: 6.949, usercpu_time_millis_testing: 0.771, usercpu_time_millis_training: 6.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.5008, kappa: 0.0017, kb_relative_information_score: 0.0016, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5008, 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: 1279.1192, usercpu_time_millis: 11.563, usercpu_time_millis_testing: 1.187, usercpu_time_millis_training: 10.376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5172, f_measure: 0.5229, kappa: 0.0495, kb_relative_information_score: 6.5302, mean_absolute_error: 0.498, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5251, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.996, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.0009, scimark_benchmark: 1259.3599, usercpu_time_millis: 17.283, usercpu_time_millis_testing: 0.916, usercpu_time_millis_training: 16.367,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5332, f_measure: 0.5079, kappa: 0.0165, kb_relative_information_score: 21.8677, mean_absolute_error: 0.4926, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5083, predictive_accuracy: 0.5083, prior_entropy: 1, recall: 0.5083, relative_absolute_error: 0.9851, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.0011, scimark_benchmark: 1873.1452, usercpu_time_millis: 1.231, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 1.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5502, f_measure: 0.523, kappa: 0.0512, kb_relative_information_score: 23.5914, mean_absolute_error: 0.4924, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5261, predictive_accuracy: 0.5256, prior_entropy: 1, recall: 0.5256, relative_absolute_error: 0.9848, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9933, scimark_benchmark: 1870.1619, usercpu_time_millis: 36.258, usercpu_time_millis_testing: 0.446, usercpu_time_millis_training: 35.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6075, f_measure: 0.584, kappa: 0.1683, kb_relative_information_score: 98.0012, mean_absolute_error: 0.4653, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5843, predictive_accuracy: 0.5842, prior_entropy: 1, recall: 0.5842, relative_absolute_error: 0.9307, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.001, scimark_benchmark: 1865.2449, usercpu_time_millis: 44.956, usercpu_time_millis_testing: 0.451, usercpu_time_millis_training: 44.505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5685, f_measure: 0.5444, kappa: 0.0908, kb_relative_information_score: 32.0481, mean_absolute_error: 0.4896, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5458, predictive_accuracy: 0.5454, prior_entropy: 1, recall: 0.5454, relative_absolute_error: 0.9793, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9921, scimark_benchmark: 1862.0186, usercpu_time_millis: 137.532, usercpu_time_millis_testing: 0.543, usercpu_time_millis_training: 136.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4965, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0188, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1864.6011, usercpu_time_millis: 0.979, usercpu_time_millis_testing: 0.149, usercpu_time_millis_training: 0.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5376, f_measure: 0.5246, kappa: 0.0528, kb_relative_information_score: 15.1675, mean_absolute_error: 0.4952, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5268, predictive_accuracy: 0.5264, prior_entropy: 1, recall: 0.5264, relative_absolute_error: 0.9905, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9965, scimark_benchmark: 1863.9794, usercpu_time_millis: 7.129, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 7.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6189, f_measure: 0.5954, kappa: 0.1914, kb_relative_information_score: 109.982, mean_absolute_error: 0.461, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.596, predictive_accuracy: 0.5957, prior_entropy: 1, recall: 0.5957, relative_absolute_error: 0.9219, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4962, root_relative_squared_error: 0.9925, scimark_benchmark: 1853.7787, usercpu_time_millis: 12.664, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 12.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6129, f_measure: 0.5823, kappa: 0.165, kb_relative_information_score: 93.0273, mean_absolute_error: 0.4677, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5827, predictive_accuracy: 0.5825, prior_entropy: 1, recall: 0.5825, relative_absolute_error: 0.9353, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4957, root_relative_squared_error: 0.9914, scimark_benchmark: 1871.5019, usercpu_time_millis: 22.831, usercpu_time_millis_testing: 0.143, usercpu_time_millis_training: 22.688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5257, f_measure: 0.5077, kappa: 0.0215, kb_relative_information_score: 11.6543, mean_absolute_error: 0.4963, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.511, predictive_accuracy: 0.5107, prior_entropy: 1, recall: 0.5107, relative_absolute_error: 0.9926, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4993, root_relative_squared_error: 0.9987, scimark_benchmark: 1872.0299, usercpu_time_millis: 18.794, usercpu_time_millis_testing: 0.583, usercpu_time_millis_training: 18.211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5882, f_measure: 0.5566, kappa: 0.1139, kb_relative_information_score: 52.6146, mean_absolute_error: 0.4823, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5571, predictive_accuracy: 0.5569, prior_entropy: 1, recall: 0.5569, relative_absolute_error: 0.9647, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4934, root_relative_squared_error: 0.9868, scimark_benchmark: 1859.6216, usercpu_time_millis: 66.445, usercpu_time_millis_testing: 1.263, usercpu_time_millis_training: 65.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5789, f_measure: 0.5408, kappa: 0.0825, kb_relative_information_score: 46.0276, mean_absolute_error: 0.4846, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5414, predictive_accuracy: 0.5413, prior_entropy: 1, recall: 0.5413, relative_absolute_error: 0.9692, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9919, scimark_benchmark: 1850.8212, usercpu_time_millis: 77.363, usercpu_time_millis_testing: 0.333, usercpu_time_millis_training: 77.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5782, f_measure: 0.5461, kappa: 0.0924, kb_relative_information_score: 49.9017, mean_absolute_error: 0.4831, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5463, predictive_accuracy: 0.5462, prior_entropy: 1, recall: 0.5462, relative_absolute_error: 0.9663, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9956, scimark_benchmark: 1860.9826, usercpu_time_millis: 122.981, usercpu_time_millis_testing: 1.49, usercpu_time_millis_training: 121.491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6049, f_measure: 0.5767, kappa: 0.1535, kb_relative_information_score: 82.2207, mean_absolute_error: 0.4717, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5768, predictive_accuracy: 0.5767, prior_entropy: 1, recall: 0.5767, relative_absolute_error: 0.9435, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9933, scimark_benchmark: 1866.7459, usercpu_time_millis: 196.064, usercpu_time_millis_testing: 0.851, usercpu_time_millis_training: 195.213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5349, f_measure: 0.5234, kappa: 0.0479, kb_relative_information_score: 23.5257, mean_absolute_error: 0.492, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.524, predictive_accuracy: 0.5239, prior_entropy: 1, recall: 0.5239, relative_absolute_error: 0.9839, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0001, scimark_benchmark: 1871.5019, usercpu_time_millis: 31.497, usercpu_time_millis_testing: 0.762, usercpu_time_millis_training: 30.735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6165, f_measure: 0.5823, kappa: 0.165, kb_relative_information_score: 95.1654, mean_absolute_error: 0.467, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5827, predictive_accuracy: 0.5825, prior_entropy: 1, recall: 0.5825, relative_absolute_error: 0.9341, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.495, root_relative_squared_error: 0.99, scimark_benchmark: 1861.8338, usercpu_time_millis: 186.249, usercpu_time_millis_testing: 2.156, usercpu_time_millis_training: 184.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5984, f_measure: 0.5668, kappa: 0.1337, kb_relative_information_score: 74.4748, mean_absolute_error: 0.4745, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5669, predictive_accuracy: 0.5668, prior_entropy: 1, recall: 0.5668, relative_absolute_error: 0.949, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9952, scimark_benchmark: 1830.6477, usercpu_time_millis: 140.707, usercpu_time_millis_testing: 1.98, usercpu_time_millis_training: 138.727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5972, f_measure: 0.5783, kappa: 0.1568, kb_relative_information_score: 81.8321, mean_absolute_error: 0.4716, 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: 0.9433, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1864.8991, usercpu_time_millis: 252.731, usercpu_time_millis_testing: 1.152, usercpu_time_millis_training: 251.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4504, kb_relative_information_score: 0, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5476, root_relative_squared_error: 1.0953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7624, f_measure: 0.6691, kappa: 0.368, kb_relative_information_score: 322.7395, mean_absolute_error: 0.3749, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7243, predictive_accuracy: 0.684, prior_entropy: 1, recall: 0.684, relative_absolute_error: 0.7498, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4303, root_relative_squared_error: 0.8606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, f_measure: 0.5017, kappa: 0.0033, kb_relative_information_score: 0.0062, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5017, predictive_accuracy: 0.5017, prior_entropy: 1, recall: 0.5017, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1744.9079, usercpu_time_millis: 2.632, usercpu_time_millis_testing: 0.374, usercpu_time_millis_training: 2.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.5, kb_relative_information_score: 0.0015, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1827.9625, usercpu_time_millis: 1.731, usercpu_time_millis_testing: 0.25, usercpu_time_millis_training: 1.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4975, f_measure: 0.4486, kappa: -0.0033, kb_relative_information_score: -0.0128, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4974, 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: 1827.9722, usercpu_time_millis: 0.928, usercpu_time_millis_testing: 0.136, usercpu_time_millis_training: 0.792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6302, f_measure: 0.5932, kappa: 0.1865, kb_relative_information_score: 82.9652, mean_absolute_error: 0.4722, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5933, predictive_accuracy: 0.5932, prior_entropy: 1, recall: 0.5932, relative_absolute_error: 0.9443, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4871, root_relative_squared_error: 0.9743, scimark_benchmark: 1832.9036, usercpu_time_millis: 35.739, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 35.444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5863, f_measure: 0.5575, kappa: 0.1155, kb_relative_information_score: 55.2329, mean_absolute_error: 0.4813, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5579, 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: 0.4961, root_relative_squared_error: 0.9923, scimark_benchmark: 1957.7284, usercpu_time_millis: 56.639, usercpu_time_millis_testing: 1.119, usercpu_time_millis_training: 55.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5707, f_measure: 0.5569, kappa: 0.1139, kb_relative_information_score: 46.4785, mean_absolute_error: 0.4845, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5569, predictive_accuracy: 0.5569, prior_entropy: 1, recall: 0.5569, relative_absolute_error: 0.969, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5013, root_relative_squared_error: 1.0026, scimark_benchmark: 1819.1369, usercpu_time_millis: 30.006, usercpu_time_millis_testing: 2.513, usercpu_time_millis_training: 27.493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6234, f_measure: 0.5898, kappa: 0.1799, kb_relative_information_score: 87.415, mean_absolute_error: 0.4704, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5901, predictive_accuracy: 0.5899, prior_entropy: 1, recall: 0.5899, relative_absolute_error: 0.9407, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4904, root_relative_squared_error: 0.9808, scimark_benchmark: 1805.5291, usercpu_time_millis: 82.246, usercpu_time_millis_testing: 0.546, usercpu_time_millis_training: 81.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6079, f_measure: 0.5774, kappa: 0.1551, kb_relative_information_score: 83.7652, mean_absolute_error: 0.4713, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5777, predictive_accuracy: 0.5776, prior_entropy: 1, recall: 0.5776, relative_absolute_error: 0.9425, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9923, scimark_benchmark: 1780.3005, usercpu_time_millis: 126.546, usercpu_time_millis_testing: 2.682, usercpu_time_millis_training: 123.864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5954, f_measure: 0.5682, kappa: 0.137, kb_relative_information_score: 66.8503, mean_absolute_error: 0.4773, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5686, 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: 0.4965, root_relative_squared_error: 0.993, scimark_benchmark: 1831.1572, usercpu_time_millis: 143.557, usercpu_time_millis_testing: 1.437, usercpu_time_millis_training: 142.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6024, f_measure: 0.5759, kappa: 0.1518, kb_relative_information_score: 80.8162, mean_absolute_error: 0.4722, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5759, predictive_accuracy: 0.5759, prior_entropy: 1, recall: 0.5759, relative_absolute_error: 0.9444, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9963, scimark_benchmark: 1967.1226, usercpu_time_millis: 89.557, usercpu_time_millis_testing: 0.583, usercpu_time_millis_training: 88.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6257, f_measure: 0.5874, kappa: 0.1749, kb_relative_information_score: 82.8376, mean_absolute_error: 0.4721, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5875, predictive_accuracy: 0.5875, prior_entropy: 1, recall: 0.5875, relative_absolute_error: 0.9441, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4884, root_relative_squared_error: 0.9769, scimark_benchmark: 1825.5292, usercpu_time_millis: 110.649, usercpu_time_millis_testing: 1.194, usercpu_time_millis_training: 109.455,

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