Task
Supervised Classification on kc1

Supervised Classification on kc1

Task 3917 Supervised Classification kc1 158595 runs submitted
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  • mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_218 study_41 study_7 study_98 study_99 under100k under1m
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158595 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8202, f_measure: 0.8428, kappa: 0.3399, kb_relative_information_score: 267.3732, mean_absolute_error: 0.1923, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8414, predictive_accuracy: 0.8625, prior_entropy: 0.622, recall: 0.8625, relative_absolute_error: 0.735, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3218, root_relative_squared_error: 0.8902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8287, build_cpu_time: 2.8555, build_memory: 1830262488.9445, f_measure: 0.8392, kappa: 0.3232, kb_relative_information_score: 275.3262, mean_absolute_error: 0.1929, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8376, predictive_accuracy: 0.8601, prior_entropy: 0.622, recall: 0.8601, relative_absolute_error: 0.7373, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3196, root_relative_squared_error: 0.884, scimark_benchmark: 930.0991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8344, build_cpu_time: 4.4564, build_memory: 895326576.4286, f_measure: 0.846, kappa: 0.3527, kb_relative_information_score: 285.4128, mean_absolute_error: 0.1923, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8461, predictive_accuracy: 0.8658, prior_entropy: 0.622, recall: 0.8658, relative_absolute_error: 0.7352, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3175, root_relative_squared_error: 0.8783, scimark_benchmark: 943.1156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, build_cpu_time: 9.1372, build_memory: 1049051174.8279, f_measure: 0.849, kappa: 0.3637, kb_relative_information_score: 287.6818, mean_absolute_error: 0.1922, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.851, predictive_accuracy: 0.8691, prior_entropy: 0.622, recall: 0.8691, relative_absolute_error: 0.7349, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3163, root_relative_squared_error: 0.875, scimark_benchmark: 947.1384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, build_cpu_time: 9.3686, build_memory: 151627248.8838, f_measure: 0.849, kappa: 0.3637, kb_relative_information_score: 287.6818, mean_absolute_error: 0.1922, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.851, predictive_accuracy: 0.8691, prior_entropy: 0.622, recall: 0.8691, relative_absolute_error: 0.7349, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3163, root_relative_squared_error: 0.875, scimark_benchmark: 934.0338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, build_cpu_time: 9.683, build_memory: 968665252.5178, f_measure: 0.849, kappa: 0.3637, kb_relative_information_score: 287.6818, mean_absolute_error: 0.1922, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.851, predictive_accuracy: 0.8691, prior_entropy: 0.622, recall: 0.8691, relative_absolute_error: 0.7349, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3163, root_relative_squared_error: 0.875, scimark_benchmark: 942.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8082, build_cpu_time: 87.3778, build_memory: 1213484744.5842, f_measure: 0.8259, kappa: 0.2453, kb_relative_information_score: 216.3436, mean_absolute_error: 0.2134, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8389, predictive_accuracy: 0.8606, prior_entropy: 0.622, recall: 0.8606, relative_absolute_error: 0.8157, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3256, root_relative_squared_error: 0.9006, scimark_benchmark: 776.2482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8006, build_cpu_time: 30.0358, build_memory: 1858392993.3808, f_measure: 0.8259, kappa: 0.2453, kb_relative_information_score: 210.8352, mean_absolute_error: 0.2136, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8389, predictive_accuracy: 0.8606, prior_entropy: 0.622, recall: 0.8606, relative_absolute_error: 0.8165, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.9021, scimark_benchmark: 946.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7774, build_cpu_time: 1.6378, build_memory: 122784770.2418, f_measure: 0.8081, kappa: 0.1683, kb_relative_information_score: 588.7513, mean_absolute_error: 0.1537, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8075, predictive_accuracy: 0.8464, prior_entropy: 0.622, recall: 0.8464, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3747, root_relative_squared_error: 1.0365, scimark_benchmark: 945.0342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7881, build_cpu_time: 3.0682, build_memory: 95105767.6131, f_measure: 0.8177, kappa: 0.213, kb_relative_information_score: 604.4752, mean_absolute_error: 0.1523, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8204, predictive_accuracy: 0.8521, prior_entropy: 0.622, recall: 0.8521, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3675, root_relative_squared_error: 1.0165, scimark_benchmark: 938.4414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7881, build_cpu_time: 3.1256, build_memory: 51995215.4424, f_measure: 0.8177, kappa: 0.213, kb_relative_information_score: 604.4752, mean_absolute_error: 0.1523, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8204, predictive_accuracy: 0.8521, prior_entropy: 0.622, recall: 0.8521, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3675, root_relative_squared_error: 1.0165, scimark_benchmark: 946.1004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7884, build_cpu_time: 7.2736, build_memory: 1153441019.5884, f_measure: 0.8186, kappa: 0.2129, kb_relative_information_score: 644.8273, mean_absolute_error: 0.1482, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8275, predictive_accuracy: 0.8554, prior_entropy: 0.622, recall: 0.8554, relative_absolute_error: 0.5667, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3675, root_relative_squared_error: 1.0167, scimark_benchmark: 941.9633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7966, build_cpu_time: 12.2648, build_memory: 1187748442.9777, f_measure: 0.8306, kappa: 0.2737, kb_relative_information_score: 660.4166, mean_absolute_error: 0.1458, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8354, predictive_accuracy: 0.8596, prior_entropy: 0.622, recall: 0.8596, relative_absolute_error: 0.5572, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3593, root_relative_squared_error: 0.9938, scimark_benchmark: 945.8914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7824, build_cpu_time: 24.328, build_memory: 1531827245.7051, f_measure: 0.8274, kappa: 0.2575, kb_relative_information_score: 673.8732, mean_absolute_error: 0.1443, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8328, predictive_accuracy: 0.8582, prior_entropy: 0.622, recall: 0.8582, relative_absolute_error: 0.5516, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3647, root_relative_squared_error: 1.0087, scimark_benchmark: 946.1004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8356, build_cpu_time: 399.3677, build_memory: 580994294.513, f_measure: 0.8461, kappa: 0.3593, kb_relative_information_score: 268.4016, mean_absolute_error: 0.1892, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8434, predictive_accuracy: 0.863, prior_entropy: 0.622, recall: 0.863, relative_absolute_error: 0.7234, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3158, root_relative_squared_error: 0.8736, scimark_benchmark: 944.2424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8334, build_cpu_time: 193.8398, build_memory: 414776635.1636, f_measure: 0.8455, kappa: 0.3538, kb_relative_information_score: 266.5976, mean_absolute_error: 0.1892, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8439, predictive_accuracy: 0.8639, prior_entropy: 0.622, recall: 0.8639, relative_absolute_error: 0.7234, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3171, root_relative_squared_error: 0.8773, scimark_benchmark: 941.4059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8309, build_cpu_time: 92.8419, build_memory: 1130811343.89, f_measure: 0.8417, kappa: 0.3431, kb_relative_information_score: 268.627, mean_absolute_error: 0.1888, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8375, predictive_accuracy: 0.8582, prior_entropy: 0.622, recall: 0.8582, relative_absolute_error: 0.7218, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3181, root_relative_squared_error: 0.8799, scimark_benchmark: 912.4676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8235, build_cpu_time: 44.7772, build_memory: 801139118.1034, f_measure: 0.8507, kappa: 0.382, kb_relative_information_score: 276.864, mean_absolute_error: 0.1878, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.848, predictive_accuracy: 0.8658, prior_entropy: 0.622, recall: 0.8658, relative_absolute_error: 0.718, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3202, root_relative_squared_error: 0.8857, scimark_benchmark: 942.9616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8046, build_cpu_time: 23.2474, build_memory: 1164025428.1271, f_measure: 0.8406, kappa: 0.3447, kb_relative_information_score: 264.1594, mean_absolute_error: 0.1874, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8353, predictive_accuracy: 0.8549, prior_entropy: 0.622, recall: 0.8549, relative_absolute_error: 0.7163, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3254, root_relative_squared_error: 0.9001, scimark_benchmark: 902.3233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7847, build_cpu_time: 0.0032, build_memory: 100831410.0901, f_measure: 0.7762, kappa: 0.0074, kb_relative_information_score: -177.9597, mean_absolute_error: 0.2289, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.7771, predictive_accuracy: 0.845, prior_entropy: 0.622, recall: 0.845, relative_absolute_error: 0.8749, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3363, root_relative_squared_error: 0.9303, scimark_benchmark: 1228.4184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7876, build_cpu_time: 0.0072, build_memory: 1276175181.9137, f_measure: 0.7753, kappa: 0.0033, kb_relative_information_score: -188.529, mean_absolute_error: 0.2295, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.7665, predictive_accuracy: 0.845, prior_entropy: 0.622, recall: 0.845, relative_absolute_error: 0.8774, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3357, root_relative_squared_error: 0.9285, scimark_benchmark: 821.7292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7755, build_cpu_time: 4.4039, build_memory: 2030630661.0375, f_measure: 0.8207, kappa: 0.2175, kb_relative_information_score: 666.9848, mean_absolute_error: 0.1499, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8433, predictive_accuracy: 0.8606, prior_entropy: 0.622, recall: 0.8606, relative_absolute_error: 0.5731, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3529, root_relative_squared_error: 0.9762, scimark_benchmark: 942.9616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7865, build_cpu_time: 0.0215, build_memory: 914099522.4125, f_measure: 0.7773, kappa: 0.0126, kb_relative_information_score: -201.9779, mean_absolute_error: 0.23, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.7929, predictive_accuracy: 0.8454, prior_entropy: 0.622, recall: 0.8454, relative_absolute_error: 0.8791, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3357, root_relative_squared_error: 0.9286, scimark_benchmark: 1223.0194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7865, build_cpu_time: 0.0199, build_memory: 1450372908.825, f_measure: 0.7773, kappa: 0.0126, kb_relative_information_score: -201.9779, mean_absolute_error: 0.23, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.7929, predictive_accuracy: 0.8454, prior_entropy: 0.622, recall: 0.8454, relative_absolute_error: 0.8791, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3357, root_relative_squared_error: 0.9286, scimark_benchmark: 821.7292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7865, build_cpu_time: 0.0416, build_memory: 109799481.9118, f_measure: 0.7764, kappa: 0.0084, kb_relative_information_score: -187.9324, mean_absolute_error: 0.2295, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.7926, predictive_accuracy: 0.8454, prior_entropy: 0.622, recall: 0.8454, relative_absolute_error: 0.8773, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3356, root_relative_squared_error: 0.9284, scimark_benchmark: 906.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7856, build_cpu_time: 0.0768, build_memory: 2278076700.6392, f_measure: 0.7753, kappa: 0.0033, kb_relative_information_score: -190.0229, mean_absolute_error: 0.2293, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.7665, predictive_accuracy: 0.845, prior_entropy: 0.622, recall: 0.845, relative_absolute_error: 0.8767, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3357, root_relative_squared_error: 0.9285, scimark_benchmark: 821.7292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8025, build_cpu_time: 1382.2019, build_memory: 1878954347.1029, f_measure: 0.8275, kappa: 0.2588, kb_relative_information_score: 201.8688, mean_absolute_error: 0.2023, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8319, predictive_accuracy: 0.8578, prior_entropy: 0.622, recall: 0.8578, relative_absolute_error: 0.7733, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.8997, scimark_benchmark: 941.5509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8024, build_cpu_time: 581.4353, build_memory: 482521649.5021, f_measure: 0.8287, kappa: 0.265, kb_relative_information_score: 197.195, mean_absolute_error: 0.2027, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8327, predictive_accuracy: 0.8582, prior_entropy: 0.622, recall: 0.8582, relative_absolute_error: 0.775, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.8997, scimark_benchmark: 941.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8006, build_cpu_time: 0.5985, build_memory: 73576265.0621, f_measure: 0.8281, kappa: 0.2652, kb_relative_information_score: 156.7945, mean_absolute_error: 0.2065, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8296, predictive_accuracy: 0.8563, prior_entropy: 0.622, recall: 0.8563, relative_absolute_error: 0.7894, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3282, root_relative_squared_error: 0.9078, scimark_benchmark: 946.8656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8006, build_cpu_time: 0.5294, build_memory: 126605712.1024, f_measure: 0.8281, kappa: 0.2652, kb_relative_information_score: 156.7945, mean_absolute_error: 0.2065, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8296, predictive_accuracy: 0.8563, prior_entropy: 0.622, recall: 0.8563, relative_absolute_error: 0.7894, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3282, root_relative_squared_error: 0.9078, scimark_benchmark: 935.778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7609, build_cpu_time: 0.9955, build_memory: 897067029.4737, f_measure: 0.8177, kappa: 0.2875, kb_relative_information_score: 352.0731, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8141, predictive_accuracy: 0.8217, prior_entropy: 0.622, recall: 0.8217, relative_absolute_error: 0.6714, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.4099, root_relative_squared_error: 1.1339, scimark_benchmark: 905.0866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7609, build_cpu_time: 1.0011, build_memory: 839266227.8957, f_measure: 0.8177, kappa: 0.2875, kb_relative_information_score: 352.0731, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8141, predictive_accuracy: 0.8217, prior_entropy: 0.622, recall: 0.8217, relative_absolute_error: 0.6714, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.4099, root_relative_squared_error: 1.1339, scimark_benchmark: 947.3846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8161, build_cpu_time: 0.839, build_memory: 249006131.5126, f_measure: 0.8315, kappa: 0.2736, kb_relative_information_score: 194.653, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8413, predictive_accuracy: 0.8625, prior_entropy: 0.622, recall: 0.8625, relative_absolute_error: 0.7956, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3209, root_relative_squared_error: 0.8877, scimark_benchmark: 943.2191,
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: 0.7921, build_cpu_time: 0.5549, build_memory: 633236838.6686, f_measure: 0.8062, kappa: 0.1574, kb_relative_information_score: 381.0889, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8074, predictive_accuracy: 0.8468, prior_entropy: 0.622, recall: 0.8468, relative_absolute_error: 0.6689, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3428, root_relative_squared_error: 0.9482, scimark_benchmark: 941.6532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8209, build_cpu_time: 3.4064, build_memory: 372616178.7994, f_measure: 0.8332, kappa: 0.2786, kb_relative_information_score: 198.3551, mean_absolute_error: 0.2097, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8482, predictive_accuracy: 0.8653, prior_entropy: 0.622, recall: 0.8653, relative_absolute_error: 0.8016, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.8854, scimark_benchmark: 910.9043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7632, build_cpu_time: 0.1954, build_memory: 271574491.1674, f_measure: 0.8032, kappa: 0.1448, kb_relative_information_score: 393.8755, mean_absolute_error: 0.1733, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8009, predictive_accuracy: 0.844, prior_entropy: 0.622, recall: 0.844, relative_absolute_error: 0.6625, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3458, root_relative_squared_error: 0.9566, scimark_benchmark: 942.4281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.742, build_cpu_time: 0.06, build_memory: 1269910596.5595, f_measure: 0.8018, kappa: 0.1366, kb_relative_information_score: 365.9029, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8008, predictive_accuracy: 0.8445, prior_entropy: 0.622, recall: 0.8445, relative_absolute_error: 0.6661, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3487, root_relative_squared_error: 0.9647, scimark_benchmark: 942.3187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.742, build_cpu_time: 0.0652, build_memory: 498330371.3988, f_measure: 0.8018, kappa: 0.1366, kb_relative_information_score: 365.9029, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8008, predictive_accuracy: 0.8445, prior_entropy: 0.622, recall: 0.8445, relative_absolute_error: 0.6661, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3487, root_relative_squared_error: 0.9647, scimark_benchmark: 941.6532,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7328, build_cpu_time: 0.0006, build_memory: 547605106.3291, f_measure: 0.8318, kappa: 0.3338, kb_relative_information_score: 446.8798, mean_absolute_error: 0.1692, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.827, predictive_accuracy: 0.8383, prior_entropy: 0.622, recall: 0.8383, relative_absolute_error: 0.6467, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.4011, root_relative_squared_error: 1.1096, scimark_benchmark: 915.0385,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7806, build_cpu_time: 0.026, build_memory: 1583007275.5922, f_measure: 0.818, kappa: 0.223, kb_relative_information_score: 143.5521, mean_absolute_error: 0.2025, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8142, predictive_accuracy: 0.8473, prior_entropy: 0.622, recall: 0.8473, relative_absolute_error: 0.7741, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3373, root_relative_squared_error: 0.9331, scimark_benchmark: 933.9469,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7841, build_cpu_time: 1.5374, build_memory: 349948176.1973, f_measure: 0.8287, kappa: 0.265, kb_relative_information_score: 171.11, mean_absolute_error: 0.2007, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8327, predictive_accuracy: 0.8582, prior_entropy: 0.622, recall: 0.8582, relative_absolute_error: 0.7672, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3358, root_relative_squared_error: 0.9289, scimark_benchmark: 945.384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3957, build_cpu_time: 0.2336, build_memory: 721530309.1361, f_measure: 0.6731, kappa: -0.1687, kb_relative_information_score: -2065.6026, mean_absolute_error: 0.3888, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.6933, predictive_accuracy: 0.6543, prior_entropy: 0.622, recall: 0.6543, relative_absolute_error: 1.4864, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.5524, root_relative_squared_error: 1.528, scimark_benchmark: 945.7844,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7645, build_cpu_time: 6.9163, build_memory: 829880946.9246, f_measure: 0.8307, kappa: 0.3187, kb_relative_information_score: 457.9297, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8244, predictive_accuracy: 0.8407, prior_entropy: 0.622, recall: 0.8407, relative_absolute_error: 0.6373, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3725, root_relative_squared_error: 1.0305, scimark_benchmark: 919.5281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7614, build_cpu_time: 13.0917, build_memory: 1651074138.3974, f_measure: 0.8339, kappa: 0.3293, kb_relative_information_score: 484.5654, mean_absolute_error: 0.1643, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8277, predictive_accuracy: 0.8445, prior_entropy: 0.622, recall: 0.8445, relative_absolute_error: 0.6281, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3716, root_relative_squared_error: 1.0279, scimark_benchmark: 939.7798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7874, build_cpu_time: 1.1696, build_memory: 221900357.2157, f_measure: 0.8161, kappa: 0.2031, kb_relative_information_score: 35.1124, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8211, predictive_accuracy: 0.8525, prior_entropy: 0.622, recall: 0.8525, relative_absolute_error: 0.816, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.331, root_relative_squared_error: 0.9156, scimark_benchmark: 934.2858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, build_cpu_time: 29.476, build_memory: 535895668.9806, f_measure: 0.8314, kappa: 0.3335, kb_relative_information_score: 444.2365, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8267, predictive_accuracy: 0.8374, prior_entropy: 0.622, recall: 0.8374, relative_absolute_error: 0.647, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.4018, root_relative_squared_error: 1.1114, scimark_benchmark: 913.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6337, build_cpu_time: 58.2305, build_memory: 566148652.0967, f_measure: 0.8326, kappa: 0.3391, kb_relative_information_score: 444.6404, mean_absolute_error: 0.1692, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8281, predictive_accuracy: 0.8383, prior_entropy: 0.622, recall: 0.8383, relative_absolute_error: 0.647, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.4017, root_relative_squared_error: 1.1113, scimark_benchmark: 919.8064,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7411, build_cpu_time: 0.7481, build_memory: 156674964.0019, f_measure: 0.8299, kappa: 0.3174, kb_relative_information_score: 417.8172, mean_absolute_error: 0.1696, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8238, predictive_accuracy: 0.8393, prior_entropy: 0.622, recall: 0.8393, relative_absolute_error: 0.6483, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3733, root_relative_squared_error: 1.0325, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7411, build_cpu_time: 0.8533, build_memory: 909322684.4533, f_measure: 0.8299, kappa: 0.3174, kb_relative_information_score: 417.8172, mean_absolute_error: 0.1696, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8238, predictive_accuracy: 0.8393, prior_entropy: 0.622, recall: 0.8393, relative_absolute_error: 0.6483, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3733, root_relative_squared_error: 1.0325, scimark_benchmark: 923.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7411, build_cpu_time: 0.8815, build_memory: 1650258173.0413, f_measure: 0.8299, kappa: 0.3174, kb_relative_information_score: 417.8023, mean_absolute_error: 0.1696, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8238, predictive_accuracy: 0.8393, prior_entropy: 0.622, recall: 0.8393, relative_absolute_error: 0.6483, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3733, root_relative_squared_error: 1.0325, scimark_benchmark: 890.3066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.741, build_cpu_time: 0.7617, build_memory: 1497521765.322, f_measure: 0.8299, kappa: 0.3174, kb_relative_information_score: 417.7067, mean_absolute_error: 0.1696, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8238, predictive_accuracy: 0.8393, prior_entropy: 0.622, recall: 0.8393, relative_absolute_error: 0.6483, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3733, root_relative_squared_error: 1.0325, scimark_benchmark: 890.3066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7411, build_cpu_time: 0.6884, build_memory: 529126007.1807, f_measure: 0.8299, kappa: 0.3174, kb_relative_information_score: 416.7088, mean_absolute_error: 0.1697, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8238, predictive_accuracy: 0.8393, prior_entropy: 0.622, recall: 0.8393, relative_absolute_error: 0.6487, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3733, root_relative_squared_error: 1.0326, scimark_benchmark: 930.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7826, build_cpu_time: 1.2492, build_memory: 880166516.7681, f_measure: 0.8323, kappa: 0.2986, kb_relative_information_score: 220.6535, mean_absolute_error: 0.1965, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8273, predictive_accuracy: 0.8521, prior_entropy: 0.622, recall: 0.8521, relative_absolute_error: 0.7511, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3393, root_relative_squared_error: 0.9387, scimark_benchmark: 917.4547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7846, build_cpu_time: 1.731, build_memory: 1250345966.3803, f_measure: 0.8358, kappa: 0.3152, kb_relative_information_score: 257.5767, mean_absolute_error: 0.193, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8312, predictive_accuracy: 0.8544, prior_entropy: 0.622, recall: 0.8544, relative_absolute_error: 0.7378, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3367, root_relative_squared_error: 0.9314, scimark_benchmark: 933.4498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7846, build_cpu_time: 1.7353, build_memory: 882476088.7587, f_measure: 0.8358, kappa: 0.3152, kb_relative_information_score: 257.5767, mean_absolute_error: 0.193, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8312, predictive_accuracy: 0.8544, prior_entropy: 0.622, recall: 0.8544, relative_absolute_error: 0.7378, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3367, root_relative_squared_error: 0.9314, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7846, build_cpu_time: 2.1583, build_memory: 248640775.8369, f_measure: 0.8358, kappa: 0.3152, kb_relative_information_score: 257.5767, mean_absolute_error: 0.193, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.8312, predictive_accuracy: 0.8544, prior_entropy: 0.622, recall: 0.8544, relative_absolute_error: 0.7378, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3367, root_relative_squared_error: 0.9314, scimark_benchmark: 913.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.773, build_cpu_time: 59.2043, build_memory: 418235991.0934, f_measure: 0.8379, kappa: 0.3373, kb_relative_information_score: 481.2532, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.2616, number_of_instances: 2109, precision: 0.832, predictive_accuracy: 0.8511, prior_entropy: 0.622, recall: 0.8511, relative_absolute_error: 0.6345, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3492, root_relative_squared_error: 0.9659, scimark_benchmark: 920.2874,

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