OpenML
Supervised Classification on fri_c0_250_25

Supervised Classification on fri_c0_250_25

Task 3639 Supervised Classification fri_c0_250_25 536 runs submitted
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  • mythbusting_1 study_1 study_107 study_15 study_20 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, build_cpu_time: 0.1115, build_memory: 1287965387.2, f_measure: 0.7798, kappa: 0.5598, kb_relative_information_score: 119.707, mean_absolute_error: 0.2704, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.7808, predictive_accuracy: 0.78, prior_entropy: 1, recall: 0.78, relative_absolute_error: 0.5409, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4282, root_relative_squared_error: 0.8564, scimark_benchmark: 918.9027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, build_cpu_time: 0.1173, build_memory: 937616226.4, f_measure: 0.7798, kappa: 0.5598, kb_relative_information_score: 119.707, mean_absolute_error: 0.2704, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.7808, predictive_accuracy: 0.78, prior_entropy: 1, recall: 0.78, relative_absolute_error: 0.5409, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4282, root_relative_squared_error: 0.8564, scimark_benchmark: 927.1482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8065, build_cpu_time: 0.097, build_memory: 1355585168.8, f_measure: 0.7838, kappa: 0.5678, kb_relative_information_score: 120.791, mean_absolute_error: 0.2688, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.7846, predictive_accuracy: 0.784, prior_entropy: 1, recall: 0.784, relative_absolute_error: 0.5376, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4271, root_relative_squared_error: 0.8543, scimark_benchmark: 940.9906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8917, build_cpu_time: 0.0743, build_memory: 410196961.6, f_measure: 0.7873, kappa: 0.5756, kb_relative_information_score: 143.1409, mean_absolute_error: 0.2148, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.791, predictive_accuracy: 0.788, prior_entropy: 1, recall: 0.788, relative_absolute_error: 0.4295, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.7942, scimark_benchmark: 926.9332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8848, build_cpu_time: 0.1292, build_memory: 707931120.8, f_measure: 0.812, kappa: 0.6239, kb_relative_information_score: 149.0614, mean_absolute_error: 0.2031, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8121, predictive_accuracy: 0.812, prior_entropy: 1, recall: 0.812, relative_absolute_error: 0.4063, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4004, root_relative_squared_error: 0.8008, scimark_benchmark: 907.1899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, build_cpu_time: 0.1778, build_memory: 256387167.2, f_measure: 0.8278, kappa: 0.6558, kb_relative_information_score: 159.2748, mean_absolute_error: 0.1829, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.829, predictive_accuracy: 0.828, prior_entropy: 1, recall: 0.828, relative_absolute_error: 0.3657, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3917, root_relative_squared_error: 0.7834, scimark_benchmark: 936.5273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8831, build_cpu_time: 0.2581, build_memory: 134246012.8, f_measure: 0.808, kappa: 0.6159, kb_relative_information_score: 153.0773, mean_absolute_error: 0.1948, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8081, predictive_accuracy: 0.808, prior_entropy: 1, recall: 0.808, relative_absolute_error: 0.3895, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4132, root_relative_squared_error: 0.8264, scimark_benchmark: 919.6575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8842, build_cpu_time: 0.2609, build_memory: 258117536.8, f_measure: 0.816, kappa: 0.6319, kb_relative_information_score: 157.5778, mean_absolute_error: 0.1856, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8161, predictive_accuracy: 0.816, prior_entropy: 1, recall: 0.816, relative_absolute_error: 0.3712, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.403, root_relative_squared_error: 0.806, scimark_benchmark: 907.3828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7041, build_cpu_time: 0.0043, build_memory: 522772024, f_measure: 0.704, kappa: 0.4081, kb_relative_information_score: 101.9864, mean_absolute_error: 0.296, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.7043, predictive_accuracy: 0.704, prior_entropy: 1, recall: 0.704, relative_absolute_error: 0.592, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5441, root_relative_squared_error: 1.0882, scimark_benchmark: 926.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7041, build_cpu_time: 0.0039, build_memory: 27252966.4, f_measure: 0.704, kappa: 0.4081, kb_relative_information_score: 101.9864, mean_absolute_error: 0.296, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.7043, predictive_accuracy: 0.704, prior_entropy: 1, recall: 0.704, relative_absolute_error: 0.592, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5441, root_relative_squared_error: 1.0882, scimark_benchmark: 927.1482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7041, build_cpu_time: 0.0039, build_memory: 1671485520, f_measure: 0.704, kappa: 0.4081, kb_relative_information_score: 101.9864, mean_absolute_error: 0.296, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.7043, predictive_accuracy: 0.704, prior_entropy: 1, recall: 0.704, relative_absolute_error: 0.592, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5441, root_relative_squared_error: 1.0882, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7041, build_cpu_time: 0.0032, build_memory: 2959883006.4, f_measure: 0.704, kappa: 0.4081, kb_relative_information_score: 101.9864, mean_absolute_error: 0.296, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.7043, predictive_accuracy: 0.704, prior_entropy: 1, recall: 0.704, relative_absolute_error: 0.592, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5441, root_relative_squared_error: 1.0882, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7041, build_cpu_time: 0.0029, build_memory: 57367780.8, f_measure: 0.704, kappa: 0.4081, kb_relative_information_score: 101.9864, mean_absolute_error: 0.296, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.7043, predictive_accuracy: 0.704, prior_entropy: 1, recall: 0.704, relative_absolute_error: 0.592, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5441, root_relative_squared_error: 1.0882, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9162, build_cpu_time: 0.1038, build_memory: 737341617.6, f_measure: 0.8278, kappa: 0.6558, kb_relative_information_score: 86.0115, mean_absolute_error: 0.352, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.829, predictive_accuracy: 0.828, prior_entropy: 1, recall: 0.828, relative_absolute_error: 0.704, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.381, root_relative_squared_error: 0.7619, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9162, build_cpu_time: 0.0857, build_memory: 1026437158.4, f_measure: 0.8278, kappa: 0.6558, kb_relative_information_score: 86.0115, mean_absolute_error: 0.352, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.829, predictive_accuracy: 0.828, prior_entropy: 1, recall: 0.828, relative_absolute_error: 0.704, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.381, root_relative_squared_error: 0.7619, scimark_benchmark: 943.8094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9162, build_cpu_time: 0.1142, build_memory: 729636962.4, f_measure: 0.8278, kappa: 0.6558, kb_relative_information_score: 86.0115, mean_absolute_error: 0.352, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.829, predictive_accuracy: 0.828, prior_entropy: 1, recall: 0.828, relative_absolute_error: 0.704, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.381, root_relative_squared_error: 0.7619, scimark_benchmark: 920.6725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9162, build_cpu_time: 0.1333, build_memory: 749044588, f_measure: 0.8278, kappa: 0.6558, kb_relative_information_score: 86.0115, mean_absolute_error: 0.352, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.829, predictive_accuracy: 0.828, prior_entropy: 1, recall: 0.828, relative_absolute_error: 0.704, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.381, root_relative_squared_error: 0.7619, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9162, build_cpu_time: 0.1446, build_memory: 1068316656, f_measure: 0.8278, kappa: 0.6558, kb_relative_information_score: 86.0115, mean_absolute_error: 0.352, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.829, predictive_accuracy: 0.828, prior_entropy: 1, recall: 0.828, relative_absolute_error: 0.704, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.381, root_relative_squared_error: 0.7619, scimark_benchmark: 943.8134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6817, build_cpu_time: 0.2902, build_memory: 291419627.2, f_measure: 0.652, kappa: 0.3039, kb_relative_information_score: 74.277, mean_absolute_error: 0.3522, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.652, predictive_accuracy: 0.652, prior_entropy: 1, recall: 0.652, relative_absolute_error: 0.7044, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5855, root_relative_squared_error: 1.171, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6996, build_cpu_time: 0.1448, build_memory: 555093958.4, f_measure: 0.656, kappa: 0.3119, kb_relative_information_score: 75.8028, mean_absolute_error: 0.349, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.656, predictive_accuracy: 0.656, prior_entropy: 1, recall: 0.656, relative_absolute_error: 0.698, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5731, root_relative_squared_error: 1.1463, scimark_benchmark: 939.0159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7242, build_cpu_time: 0.092, build_memory: 749409251.2, f_measure: 0.6477, kappa: 0.2957, kb_relative_information_score: 73.8087, mean_absolute_error: 0.3521, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.6482, predictive_accuracy: 0.648, prior_entropy: 1, recall: 0.648, relative_absolute_error: 0.7043, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5602, root_relative_squared_error: 1.1204, scimark_benchmark: 916.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6606, build_cpu_time: 0.0462, build_memory: 840898117.6, f_measure: 0.5997, kappa: 0.1996, kb_relative_information_score: 47.3359, mean_absolute_error: 0.405, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.6001, predictive_accuracy: 0.6, prior_entropy: 1, recall: 0.6, relative_absolute_error: 0.8101, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5852, root_relative_squared_error: 1.1705, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6887, build_cpu_time: 0.0152, build_memory: 419276444.8, f_measure: 0.624, kappa: 0.248, kb_relative_information_score: 59.2333, mean_absolute_error: 0.3827, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.624, predictive_accuracy: 0.624, prior_entropy: 1, recall: 0.624, relative_absolute_error: 0.7655, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5439, root_relative_squared_error: 1.0878, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8819, build_cpu_time: 0.06, build_memory: 1764264087.2, f_measure: 0.804, kappa: 0.6081, kb_relative_information_score: 145.4603, mean_absolute_error: 0.2113, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8046, predictive_accuracy: 0.804, prior_entropy: 1, recall: 0.804, relative_absolute_error: 0.4227, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4133, root_relative_squared_error: 0.8266, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8811, build_cpu_time: 0.0933, build_memory: 884388270.4, f_measure: 0.7999, kappa: 0.6001, kb_relative_information_score: 144.0612, mean_absolute_error: 0.2129, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8008, predictive_accuracy: 0.8, prior_entropy: 1, recall: 0.8, relative_absolute_error: 0.4258, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4236, root_relative_squared_error: 0.8473, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8726, build_cpu_time: 0.1294, build_memory: 599810137.6, f_measure: 0.7998, kappa: 0.6002, kb_relative_information_score: 144.7691, mean_absolute_error: 0.2119, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8013, predictive_accuracy: 0.8, prior_entropy: 1, recall: 0.8, relative_absolute_error: 0.4239, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4264, root_relative_squared_error: 0.8528, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8726, build_cpu_time: 0.1403, build_memory: 1408391932.8, f_measure: 0.7998, kappa: 0.6002, kb_relative_information_score: 144.7691, mean_absolute_error: 0.2119, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8013, predictive_accuracy: 0.8, prior_entropy: 1, recall: 0.8, relative_absolute_error: 0.4239, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4264, root_relative_squared_error: 0.8528, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8726, build_cpu_time: 0.1393, build_memory: 2894029910.4, f_measure: 0.7998, kappa: 0.6002, kb_relative_information_score: 144.7691, mean_absolute_error: 0.2119, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8013, predictive_accuracy: 0.8, prior_entropy: 1, recall: 0.8, relative_absolute_error: 0.4239, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4264, root_relative_squared_error: 0.8528, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8282, build_cpu_time: 9.9481, build_memory: 37096499.2, f_measure: 0.7358, kappa: 0.4722, kb_relative_information_score: 114.7815, mean_absolute_error: 0.2721, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.7371, predictive_accuracy: 0.736, prior_entropy: 1, recall: 0.736, relative_absolute_error: 0.5442, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4771, root_relative_squared_error: 0.9542, scimark_benchmark: 892.8005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8571, build_cpu_time: 18.5961, build_memory: 726256429.6, f_measure: 0.792, kappa: 0.5839, kb_relative_information_score: 144.1079, mean_absolute_error: 0.2131, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.792, predictive_accuracy: 0.792, prior_entropy: 1, recall: 0.792, relative_absolute_error: 0.4262, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4329, root_relative_squared_error: 0.8658, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8666, build_cpu_time: 38.1563, build_memory: 853915848, f_measure: 0.812, kappa: 0.6241, kb_relative_information_score: 154.8314, mean_absolute_error: 0.1907, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8126, predictive_accuracy: 0.812, prior_entropy: 1, recall: 0.812, relative_absolute_error: 0.3814, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4279, root_relative_squared_error: 0.8558, scimark_benchmark: 943.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8567, build_cpu_time: 157.3056, build_memory: 361351706.4, f_measure: 0.82, kappa: 0.64, kb_relative_information_score: 157.5761, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.82, predictive_accuracy: 0.82, prior_entropy: 1, recall: 0.82, relative_absolute_error: 0.3701, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4215, root_relative_squared_error: 0.843, scimark_benchmark: 942.0692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.836, build_cpu_time: 39.6004, build_memory: 230237216.8, f_measure: 0.816, kappa: 0.632, kb_relative_information_score: 158.704, mean_absolute_error: 0.1824, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.816, predictive_accuracy: 0.816, prior_entropy: 1, recall: 0.816, relative_absolute_error: 0.3649, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4234, root_relative_squared_error: 0.8468, scimark_benchmark: 931.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8402, build_cpu_time: 18.8716, build_memory: 513636908.8, f_measure: 0.816, kappa: 0.632, kb_relative_information_score: 159.3619, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.816, predictive_accuracy: 0.816, prior_entropy: 1, recall: 0.816, relative_absolute_error: 0.3622, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4213, root_relative_squared_error: 0.8425, scimark_benchmark: 937.6343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8577, build_cpu_time: 9.7652, build_memory: 931991812, f_measure: 0.788, kappa: 0.576, kb_relative_information_score: 143.3981, mean_absolute_error: 0.213, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.788, predictive_accuracy: 0.788, prior_entropy: 1, recall: 0.788, relative_absolute_error: 0.4261, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4558, root_relative_squared_error: 0.9115, scimark_benchmark: 902.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, build_cpu_time: 4.5253, build_memory: 62299644, f_measure: 0.796, kappa: 0.592, kb_relative_information_score: 143.8893, mean_absolute_error: 0.2131, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.796, predictive_accuracy: 0.796, prior_entropy: 1, recall: 0.796, relative_absolute_error: 0.4262, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4477, root_relative_squared_error: 0.8955, scimark_benchmark: 939.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8634, build_cpu_time: 2.2442, build_memory: 141582859.2, f_measure: 0.7718, kappa: 0.5438, kb_relative_information_score: 141.2185, mean_absolute_error: 0.2168, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.7728, predictive_accuracy: 0.772, prior_entropy: 1, recall: 0.772, relative_absolute_error: 0.4336, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.429, root_relative_squared_error: 0.8581, scimark_benchmark: 942.5053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8701, build_cpu_time: 0.5435, build_memory: 1008445432.8, f_measure: 0.7759, kappa: 0.5519, kb_relative_information_score: 139.7659, mean_absolute_error: 0.2215, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.7762, predictive_accuracy: 0.776, prior_entropy: 1, recall: 0.776, relative_absolute_error: 0.443, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.427, root_relative_squared_error: 0.8541, scimark_benchmark: 916.8516,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9025, build_cpu_time: 0.0011, build_memory: 142190247.2, f_measure: 0.808, kappa: 0.6159, kb_relative_information_score: 118.9281, mean_absolute_error: 0.2796, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8081, predictive_accuracy: 0.808, prior_entropy: 1, recall: 0.808, relative_absolute_error: 0.5593, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3571, root_relative_squared_error: 0.7143, scimark_benchmark: 946.9694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9025, build_cpu_time: 0.0019, build_memory: 1261911017.6, f_measure: 0.808, kappa: 0.6159, kb_relative_information_score: 118.9281, mean_absolute_error: 0.2796, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8081, predictive_accuracy: 0.808, prior_entropy: 1, recall: 0.808, relative_absolute_error: 0.5593, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3571, root_relative_squared_error: 0.7143, scimark_benchmark: 947.7747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7077, build_cpu_time: 0.0309, build_memory: 842454794.4, f_measure: 0.7075, kappa: 0.4156, kb_relative_information_score: 103.9866, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.7089, predictive_accuracy: 0.708, prior_entropy: 1, recall: 0.708, relative_absolute_error: 0.584, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5404, root_relative_squared_error: 1.0808, scimark_benchmark: 931.4894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8668, build_cpu_time: 0.1551, build_memory: 594090640.8, f_measure: 0.7998, kappa: 0.5998, kb_relative_information_score: 143.9493, mean_absolute_error: 0.2164, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8006, predictive_accuracy: 0.8, prior_entropy: 1, recall: 0.8, relative_absolute_error: 0.4328, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3871, root_relative_squared_error: 0.7743, scimark_benchmark: 916.929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8668, build_cpu_time: 0.1371, build_memory: 791508309.6, f_measure: 0.7998, kappa: 0.5998, kb_relative_information_score: 143.9493, mean_absolute_error: 0.2164, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8006, predictive_accuracy: 0.8, prior_entropy: 1, recall: 0.8, relative_absolute_error: 0.4328, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3871, root_relative_squared_error: 0.7743, scimark_benchmark: 932.0191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8748, build_cpu_time: 0.2848, build_memory: 576294859.2, f_measure: 0.808, kappa: 0.6159, kb_relative_information_score: 143.298, mean_absolute_error: 0.218, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8081, predictive_accuracy: 0.808, prior_entropy: 1, recall: 0.808, relative_absolute_error: 0.436, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.385, root_relative_squared_error: 0.7701, scimark_benchmark: 942.0094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8776, build_cpu_time: 0.6694, build_memory: 685574564, f_measure: 0.812, kappa: 0.624, kb_relative_information_score: 143.9477, mean_absolute_error: 0.2177, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.812, predictive_accuracy: 0.812, prior_entropy: 1, recall: 0.812, relative_absolute_error: 0.4354, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3808, root_relative_squared_error: 0.7617, scimark_benchmark: 937.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8814, build_cpu_time: 2.4568, build_memory: 337153838.4, f_measure: 0.816, kappa: 0.632, kb_relative_information_score: 145.2502, mean_absolute_error: 0.2158, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8161, predictive_accuracy: 0.816, prior_entropy: 1, recall: 0.816, relative_absolute_error: 0.4316, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3748, root_relative_squared_error: 0.7497, scimark_benchmark: 943.2048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9067, build_cpu_time: 0.39, build_memory: 1937415217.6, f_measure: 0.804, kappa: 0.608, kb_relative_information_score: 107.1813, mean_absolute_error: 0.3068, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.804, predictive_accuracy: 0.804, prior_entropy: 1, recall: 0.804, relative_absolute_error: 0.6135, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.7236, scimark_benchmark: 938.5838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9034, build_cpu_time: 0.194, build_memory: 771504666.4, f_measure: 0.812, kappa: 0.624, kb_relative_information_score: 105.3218, mean_absolute_error: 0.3101, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.812, predictive_accuracy: 0.812, prior_entropy: 1, recall: 0.812, relative_absolute_error: 0.6202, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3654, root_relative_squared_error: 0.7307, scimark_benchmark: 902.5808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8776, build_cpu_time: 0.0722, build_memory: 1224292112, f_measure: 0.7719, kappa: 0.5438, kb_relative_information_score: 100.0457, mean_absolute_error: 0.3171, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.7724, predictive_accuracy: 0.772, prior_entropy: 1, recall: 0.772, relative_absolute_error: 0.6341, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3816, root_relative_squared_error: 0.7631, scimark_benchmark: 943.4766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8924, build_cpu_time: 0.0341, build_memory: 2654966714.4, f_measure: 0.7999, kappa: 0.5999, kb_relative_information_score: 88.186, mean_absolute_error: 0.3456, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8003, predictive_accuracy: 0.8, prior_entropy: 1, recall: 0.8, relative_absolute_error: 0.6912, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3842, root_relative_squared_error: 0.7685, scimark_benchmark: 941.5201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9094, build_cpu_time: 0.0639, build_memory: 770758666.4, f_measure: 0.828, kappa: 0.6559, kb_relative_information_score: 89.1689, mean_absolute_error: 0.3446, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8282, predictive_accuracy: 0.828, prior_entropy: 1, recall: 0.828, relative_absolute_error: 0.6892, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3794, root_relative_squared_error: 0.7589, scimark_benchmark: 941.5201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.92, build_cpu_time: 0.1125, build_memory: 547425936, f_measure: 0.828, kappa: 0.656, kb_relative_information_score: 88.2868, mean_absolute_error: 0.3472, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.828, predictive_accuracy: 0.828, prior_entropy: 1, recall: 0.828, relative_absolute_error: 0.6943, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3777, root_relative_squared_error: 0.7555, scimark_benchmark: 941.0866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9243, build_cpu_time: 0.2007, build_memory: 571785098.4, f_measure: 0.832, kappa: 0.6639, kb_relative_information_score: 88.0198, mean_absolute_error: 0.3486, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8321, predictive_accuracy: 0.832, prior_entropy: 1, recall: 0.832, relative_absolute_error: 0.6971, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3772, root_relative_squared_error: 0.7544, scimark_benchmark: 941.1794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9262, build_cpu_time: 11.2902, build_memory: 3050631620.8, f_measure: 0.836, kappa: 0.6719, kb_relative_information_score: 79.2078, mean_absolute_error: 0.3665, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8362, predictive_accuracy: 0.836, prior_entropy: 1, recall: 0.836, relative_absolute_error: 0.7331, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3877, root_relative_squared_error: 0.7755, scimark_benchmark: 939.5765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, build_cpu_time: 5.5235, build_memory: 543828076, f_measure: 0.8319, kappa: 0.6639, kb_relative_information_score: 79.5307, mean_absolute_error: 0.3659, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8323, predictive_accuracy: 0.832, prior_entropy: 1, recall: 0.832, relative_absolute_error: 0.7318, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3872, root_relative_squared_error: 0.7744, scimark_benchmark: 932.0523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9242, build_cpu_time: 2.7204, build_memory: 270379746.4, f_measure: 0.832, kappa: 0.6639, kb_relative_information_score: 79.6662, mean_absolute_error: 0.3655, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8321, predictive_accuracy: 0.832, prior_entropy: 1, recall: 0.832, relative_absolute_error: 0.7311, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3872, root_relative_squared_error: 0.7744, scimark_benchmark: 941.7677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9242, build_cpu_time: 2.49, build_memory: 686692069.6, f_measure: 0.832, kappa: 0.6639, kb_relative_information_score: 79.6662, mean_absolute_error: 0.3655, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8321, predictive_accuracy: 0.832, prior_entropy: 1, recall: 0.832, relative_absolute_error: 0.7311, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3872, root_relative_squared_error: 0.7744, scimark_benchmark: 914.4968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9227, build_cpu_time: 1.3835, build_memory: 992619107.2, f_measure: 0.8279, kappa: 0.6559, kb_relative_information_score: 79.8781, mean_absolute_error: 0.3648, mean_prior_absolute_error: 0.5, number_of_instances: 250, precision: 0.8285, predictive_accuracy: 0.828, prior_entropy: 1, recall: 0.828, relative_absolute_error: 0.7297, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3874, root_relative_squared_error: 0.7747, scimark_benchmark: 899.7532,

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