Task
Supervised Classification on fri_c1_100_50

Supervised Classification on fri_c1_100_50

Task 4445 Supervised Classification fri_c1_100_50 217 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7865, build_cpu_time: 0.0623, build_memory: 1344697238.4, f_measure: 0.7194, kappa: 0.4303, kb_relative_information_score: 256.7957, mean_absolute_error: 0.3795, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7318, predictive_accuracy: 0.727, prior_entropy: 0.99, recall: 0.727, relative_absolute_error: 0.7698, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.43, root_relative_squared_error: 0.8663, scimark_benchmark: 943.3922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8039, build_cpu_time: 0.1442, build_memory: 915090271.36, f_measure: 0.7059, kappa: 0.4031, kb_relative_information_score: 260.1486, mean_absolute_error: 0.3787, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7178, predictive_accuracy: 0.714, prior_entropy: 0.99, recall: 0.714, relative_absolute_error: 0.7682, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4229, root_relative_squared_error: 0.852, scimark_benchmark: 944.5955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8087, build_cpu_time: 0.2573, build_memory: 818044466.56, f_measure: 0.7055, kappa: 0.4025, kb_relative_information_score: 256.848, mean_absolute_error: 0.3806, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7184, predictive_accuracy: 0.714, prior_entropy: 0.99, recall: 0.714, relative_absolute_error: 0.7721, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4218, root_relative_squared_error: 0.8497, scimark_benchmark: 943.1445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8108, build_cpu_time: 0.4691, build_memory: 305335958.96, f_measure: 0.7057, kappa: 0.4035, kb_relative_information_score: 256.8289, mean_absolute_error: 0.381, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7207, predictive_accuracy: 0.715, prior_entropy: 0.99, recall: 0.715, relative_absolute_error: 0.7729, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4212, root_relative_squared_error: 0.8485, scimark_benchmark: 913.9098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8261, build_cpu_time: 1.1889, build_memory: 398629611.44, f_measure: 0.7341, kappa: 0.4589, kb_relative_information_score: 237.43, mean_absolute_error: 0.3934, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.741, predictive_accuracy: 0.739, prior_entropy: 0.99, recall: 0.739, relative_absolute_error: 0.7981, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4238, root_relative_squared_error: 0.8539, scimark_benchmark: 943.2888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8169, build_cpu_time: 0.6125, build_memory: 3295508504.64, f_measure: 0.7182, kappa: 0.4268, kb_relative_information_score: 233.2671, mean_absolute_error: 0.3946, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7259, predictive_accuracy: 0.724, prior_entropy: 0.99, recall: 0.724, relative_absolute_error: 0.8005, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4269, root_relative_squared_error: 0.8601, scimark_benchmark: 940.4593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7796, build_cpu_time: 0.126, build_memory: 798396249.44, f_measure: 0.7424, kappa: 0.4763, kb_relative_information_score: 436.5894, mean_absolute_error: 0.2806, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7422, predictive_accuracy: 0.743, prior_entropy: 0.99, recall: 0.743, relative_absolute_error: 0.5693, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4681, root_relative_squared_error: 0.9431, scimark_benchmark: 941.5665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7796, build_cpu_time: 0.1328, build_memory: 789903580.08, f_measure: 0.7424, kappa: 0.4763, kb_relative_information_score: 436.5894, mean_absolute_error: 0.2806, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7422, predictive_accuracy: 0.743, prior_entropy: 0.99, recall: 0.743, relative_absolute_error: 0.5693, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4681, root_relative_squared_error: 0.9431, scimark_benchmark: 897.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7723, build_cpu_time: 0.2393, build_memory: 405592412.32, f_measure: 0.7464, kappa: 0.4845, kb_relative_information_score: 443.5611, mean_absolute_error: 0.2772, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7462, predictive_accuracy: 0.747, prior_entropy: 0.99, recall: 0.747, relative_absolute_error: 0.5624, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4673, root_relative_squared_error: 0.9415, scimark_benchmark: 943.1654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7723, build_cpu_time: 0.2408, build_memory: 421432828.8, f_measure: 0.7464, kappa: 0.4845, kb_relative_information_score: 443.5611, mean_absolute_error: 0.2772, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7462, predictive_accuracy: 0.747, prior_entropy: 0.99, recall: 0.747, relative_absolute_error: 0.5624, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4673, root_relative_squared_error: 0.9415, scimark_benchmark: 938.4414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7723, build_cpu_time: 0.2847, build_memory: 97716178, f_measure: 0.7464, kappa: 0.4845, kb_relative_information_score: 443.5611, mean_absolute_error: 0.2772, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7462, predictive_accuracy: 0.747, prior_entropy: 0.99, recall: 0.747, relative_absolute_error: 0.5624, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4673, root_relative_squared_error: 0.9415, scimark_benchmark: 941.9633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7723, build_cpu_time: 0.2829, build_memory: 140801892.88, f_measure: 0.7464, kappa: 0.4845, kb_relative_information_score: 443.5611, mean_absolute_error: 0.2772, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7462, predictive_accuracy: 0.747, prior_entropy: 0.99, recall: 0.747, relative_absolute_error: 0.5624, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4673, root_relative_squared_error: 0.9415, scimark_benchmark: 938.2803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7618, build_cpu_time: 0.5542, build_memory: 882455923.04, f_measure: 0.7458, kappa: 0.4827, kb_relative_information_score: 446.0096, mean_absolute_error: 0.2758, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.746, predictive_accuracy: 0.747, prior_entropy: 0.99, recall: 0.747, relative_absolute_error: 0.5596, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.472, root_relative_squared_error: 0.9509, scimark_benchmark: 941.9633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7572, build_cpu_time: 1.206, build_memory: 1686244078.24, f_measure: 0.743, kappa: 0.4772, kb_relative_information_score: 442.1044, mean_absolute_error: 0.2775, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.743, predictive_accuracy: 0.744, prior_entropy: 0.99, recall: 0.744, relative_absolute_error: 0.563, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.474, root_relative_squared_error: 0.9549, scimark_benchmark: 897.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.757, build_cpu_time: 2.3653, build_memory: 409270791.12, f_measure: 0.7471, kappa: 0.4856, kb_relative_information_score: 447.3021, mean_absolute_error: 0.2754, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7471, predictive_accuracy: 0.748, prior_entropy: 0.99, recall: 0.748, relative_absolute_error: 0.5586, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4722, root_relative_squared_error: 0.9512, scimark_benchmark: 945.0342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7639, f_measure: 0.7632, kappa: 0.5185, kb_relative_information_score: 509.2428, mean_absolute_error: 0.2418, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7632, predictive_accuracy: 0.764, prior_entropy: 0.99, recall: 0.764, relative_absolute_error: 0.4906, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4697, root_relative_squared_error: 0.9463, scimark_benchmark: 1445.6675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4513, f_measure: 0.4021, kb_relative_information_score: -1.7651, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.3136, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 1.0011, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4969, root_relative_squared_error: 1.0011, scimark_benchmark: 1345.5871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6537, f_measure: 0.6615, kappa: 0.3108, kb_relative_information_score: 313.9775, mean_absolute_error: 0.336, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.6616, predictive_accuracy: 0.664, prior_entropy: 0.99, recall: 0.664, relative_absolute_error: 0.6816, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5797, root_relative_squared_error: 1.1677, scimark_benchmark: 1341.2341, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7743, f_measure: 0.78, kappa: 0.5524, kb_relative_information_score: 552.7192, mean_absolute_error: 0.219, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7804, predictive_accuracy: 0.781, prior_entropy: 0.99, recall: 0.781, relative_absolute_error: 0.4443, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.468, root_relative_squared_error: 0.9428, scimark_benchmark: 1465.2979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8083, f_measure: 0.7842, kappa: 0.561, kb_relative_information_score: 556.5792, mean_absolute_error: 0.2183, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7844, predictive_accuracy: 0.785, prior_entropy: 0.99, recall: 0.785, relative_absolute_error: 0.4428, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4515, root_relative_squared_error: 0.9097, scimark_benchmark: 1330.0803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2689, kb_relative_information_score: -143.1007, mean_absolute_error: 0.56, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.1936, predictive_accuracy: 0.44, prior_entropy: 0.99, recall: 0.44, relative_absolute_error: 1.136, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.7483, root_relative_squared_error: 1.5076, scimark_benchmark: 986.8456, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5567, f_measure: 0.5611, kappa: 0.1128, kb_relative_information_score: 101.7626, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.5629, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6633, root_relative_squared_error: 1.3363, scimark_benchmark: 1073.494, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6901, f_measure: 0.6883, kappa: 0.3654, kb_relative_information_score: 273.074, mean_absolute_error: 0.3669, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.6917, predictive_accuracy: 0.693, prior_entropy: 0.99, recall: 0.693, relative_absolute_error: 0.7442, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4827, root_relative_squared_error: 0.9724, scimark_benchmark: 1073.494, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6567, f_measure: 0.6361, kappa: 0.2663, kb_relative_information_score: 186.5968, mean_absolute_error: 0.4079, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.6539, predictive_accuracy: 0.652, prior_entropy: 0.99, recall: 0.652, relative_absolute_error: 0.8275, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4898, root_relative_squared_error: 0.9868, scimark_benchmark: 1301.9956, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5734, f_measure: 0.5798, kappa: 0.1469, kb_relative_information_score: 142.5732, mean_absolute_error: 0.42, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.5796, predictive_accuracy: 0.58, prior_entropy: 0.99, recall: 0.58, relative_absolute_error: 0.852, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6481, root_relative_squared_error: 1.3056, scimark_benchmark: 1073.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7203, f_measure: 0.6558, kappa: 0.3018, kb_relative_information_score: 96.2254, mean_absolute_error: 0.455, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.6659, predictive_accuracy: 0.666, prior_entropy: 0.99, recall: 0.666, relative_absolute_error: 0.9229, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4674, root_relative_squared_error: 0.9416, scimark_benchmark: 1250.8301, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5828, f_measure: 0.6269, kappa: 0.2732, kb_relative_information_score: 169.0292, mean_absolute_error: 0.4175, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7001, predictive_accuracy: 0.664, prior_entropy: 0.99, recall: 0.664, relative_absolute_error: 0.847, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4716, root_relative_squared_error: 0.9501, scimark_benchmark: 1028.5889, usercpu_time_millis: 120, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5543, f_measure: 0.5452, kappa: 0.0738, kb_relative_information_score: 53.9104, mean_absolute_error: 0.4669, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.5443, predictive_accuracy: 0.551, prior_entropy: 0.99, recall: 0.551, relative_absolute_error: 0.9471, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5422, root_relative_squared_error: 1.0923, scimark_benchmark: 939.5088, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5067, f_measure: 0.5134, kappa: 0.0135, kb_relative_information_score: 5.8578, mean_absolute_error: 0.487, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.5138, predictive_accuracy: 0.513, prior_entropy: 0.99, recall: 0.513, relative_absolute_error: 0.9879, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6979, root_relative_squared_error: 1.4059, scimark_benchmark: 1331.6907, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.62, f_measure: 0.5878, kappa: 0.1617, kb_relative_information_score: 102.3695, mean_absolute_error: 0.4459, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.587, predictive_accuracy: 0.589, prior_entropy: 0.99, recall: 0.589, relative_absolute_error: 0.9046, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5034, root_relative_squared_error: 1.014, scimark_benchmark: 889.3151, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5648, f_measure: 0.5716, kappa: 0.1298, kb_relative_information_score: 126.2489, mean_absolute_error: 0.428, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.5712, predictive_accuracy: 0.572, prior_entropy: 0.99, recall: 0.572, relative_absolute_error: 0.8683, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6542, root_relative_squared_error: 1.318, scimark_benchmark: 825.5282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.501, f_measure: 0.4091, kappa: 0.0022, kb_relative_information_score: 101.7626, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.5339, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6633, root_relative_squared_error: 1.3363, scimark_benchmark: 906.4475, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5032, f_measure: 0.5107, kappa: 0.0065, kb_relative_information_score: 1.7767, mean_absolute_error: 0.489, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.5104, predictive_accuracy: 0.511, prior_entropy: 0.99, recall: 0.511, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6993, root_relative_squared_error: 1.4087, scimark_benchmark: 1404.1865, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5744, f_measure: 0.5589, kappa: 0.1032, kb_relative_information_score: 77.0028, mean_absolute_error: 0.454, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.5581, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 0.921, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5331, root_relative_squared_error: 1.0739, scimark_benchmark: 1313.9994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5446, f_measure: 0.5348, kappa: 0.0543, kb_relative_information_score: 30.5878, mean_absolute_error: 0.4773, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.534, predictive_accuracy: 0.536, prior_entropy: 0.99, recall: 0.536, relative_absolute_error: 0.9683, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5235, root_relative_squared_error: 1.0545, scimark_benchmark: 916.6405, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7984, f_measure: 0.7254, kappa: 0.441, kb_relative_information_score: 351.9318, mean_absolute_error: 0.327, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7258, predictive_accuracy: 0.727, prior_entropy: 0.99, recall: 0.727, relative_absolute_error: 0.6633, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4334, root_relative_squared_error: 0.873, scimark_benchmark: 1404.1865, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8501, f_measure: 0.7783, kappa: 0.5485, kb_relative_information_score: 482.4448, mean_absolute_error: 0.262, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7799, predictive_accuracy: 0.78, prior_entropy: 0.99, recall: 0.78, relative_absolute_error: 0.5314, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.403, root_relative_squared_error: 0.8119, scimark_benchmark: 943.1756, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8536, f_measure: 0.7869, kappa: 0.5662, kb_relative_information_score: 528.8743, mean_absolute_error: 0.2356, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7876, predictive_accuracy: 0.788, prior_entropy: 0.99, recall: 0.788, relative_absolute_error: 0.478, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4104, root_relative_squared_error: 0.8268, scimark_benchmark: 882.7843, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8561, f_measure: 0.7932, kappa: 0.5788, kb_relative_information_score: 554.3158, mean_absolute_error: 0.2213, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7956, predictive_accuracy: 0.795, prior_entropy: 0.99, recall: 0.795, relative_absolute_error: 0.4489, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4224, root_relative_squared_error: 0.8508, scimark_benchmark: 915.9693, usercpu_time_millis: 140, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8455, f_measure: 0.7771, kappa: 0.5461, kb_relative_information_score: 543.3493, mean_absolute_error: 0.2244, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7791, predictive_accuracy: 0.779, prior_entropy: 0.99, recall: 0.779, relative_absolute_error: 0.4552, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4449, root_relative_squared_error: 0.8963, scimark_benchmark: 882.7843, usercpu_time_millis: 290, usercpu_time_millis_training: 290,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.516, f_measure: 0.5204, kappa: 0.0317, kb_relative_information_score: 18.101, mean_absolute_error: 0.481, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.5229, predictive_accuracy: 0.519, prior_entropy: 0.99, recall: 0.519, relative_absolute_error: 0.9758, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6935, root_relative_squared_error: 1.3972, scimark_benchmark: 932.0242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8019, f_measure: 0.7238, kappa: 0.4391, kb_relative_information_score: 350.6919, mean_absolute_error: 0.3285, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7236, predictive_accuracy: 0.724, prior_entropy: 0.99, recall: 0.724, relative_absolute_error: 0.6665, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4328, root_relative_squared_error: 0.8719, scimark_benchmark: 1319.4881, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6663, f_measure: 0.6333, kappa: 0.2874, kb_relative_information_score: 191.875, mean_absolute_error: 0.4064, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7139, predictive_accuracy: 0.671, prior_entropy: 0.99, recall: 0.671, relative_absolute_error: 0.8244, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4658, root_relative_squared_error: 0.9384, scimark_benchmark: 1302.224, usercpu_time_millis: 180, usercpu_time_millis_testing: 180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5717, f_measure: 0.5843, kappa: 0.1571, kb_relative_information_score: 130.371, mean_absolute_error: 0.4281, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.5846, predictive_accuracy: 0.584, prior_entropy: 0.99, recall: 0.584, relative_absolute_error: 0.8684, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6058, root_relative_squared_error: 1.2205, scimark_benchmark: 1327.5791, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5218, f_measure: 0.5107, kappa: 0.0464, kb_relative_information_score: 99.7221, mean_absolute_error: 0.441, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.5398, predictive_accuracy: 0.559, prior_entropy: 0.99, recall: 0.559, relative_absolute_error: 0.8946, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6641, root_relative_squared_error: 1.3378, scimark_benchmark: 1384.4422, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7622, f_measure: 0.7043, kappa: 0.3989, kb_relative_information_score: 360.4054, mean_absolute_error: 0.3188, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.704, predictive_accuracy: 0.705, prior_entropy: 0.99, recall: 0.705, relative_absolute_error: 0.6468, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4838, root_relative_squared_error: 0.9746, scimark_benchmark: 1360.2771, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8019, f_measure: 0.7238, kappa: 0.4391, kb_relative_information_score: 350.6919, mean_absolute_error: 0.3285, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7236, predictive_accuracy: 0.724, prior_entropy: 0.99, recall: 0.724, relative_absolute_error: 0.6665, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4328, root_relative_squared_error: 0.8719, scimark_benchmark: 1316.5986, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7815, f_measure: 0.7399, kappa: 0.4721, kb_relative_information_score: 440.0411, mean_absolute_error: 0.2755, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7399, predictive_accuracy: 0.74, prior_entropy: 0.99, recall: 0.74, relative_absolute_error: 0.5588, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4647, root_relative_squared_error: 0.9362, scimark_benchmark: 1322.4968, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5815, f_measure: 0.6249, kappa: 0.2733, kb_relative_information_score: 176.1494, mean_absolute_error: 0.4131, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7084, predictive_accuracy: 0.665, prior_entropy: 0.99, recall: 0.665, relative_absolute_error: 0.838, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4694, root_relative_squared_error: 0.9456, scimark_benchmark: 833.3193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5852, f_measure: 0.6269, kappa: 0.2732, kb_relative_information_score: 177.749, mean_absolute_error: 0.4121, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7001, predictive_accuracy: 0.664, prior_entropy: 0.99, recall: 0.664, relative_absolute_error: 0.836, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4718, root_relative_squared_error: 0.9504, scimark_benchmark: 922.1419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8752, f_measure: 0.714, kappa: 0.4281, kb_relative_information_score: 181.6942, mean_absolute_error: 0.4211, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7578, predictive_accuracy: 0.731, prior_entropy: 0.99, recall: 0.731, relative_absolute_error: 0.8543, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4337, root_relative_squared_error: 0.8738, scimark_benchmark: 1261.7298, usercpu_time_millis: 170, usercpu_time_millis_training: 170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8412, f_measure: 0.7049, kappa: 0.4073, kb_relative_information_score: 178.0946, mean_absolute_error: 0.4215, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7378, predictive_accuracy: 0.72, prior_entropy: 0.99, recall: 0.72, relative_absolute_error: 0.855, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4374, root_relative_squared_error: 0.8812, scimark_benchmark: 1342.2985, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5852, f_measure: 0.6269, kappa: 0.2732, kb_relative_information_score: 177.749, mean_absolute_error: 0.4121, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7001, predictive_accuracy: 0.664, prior_entropy: 0.99, recall: 0.664, relative_absolute_error: 0.836, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4718, root_relative_squared_error: 0.9504, scimark_benchmark: 942.2229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8019, f_measure: 0.7238, kappa: 0.4391, kb_relative_information_score: 350.6919, mean_absolute_error: 0.3285, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7236, predictive_accuracy: 0.724, prior_entropy: 0.99, recall: 0.724, relative_absolute_error: 0.6665, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4328, root_relative_squared_error: 0.8719, scimark_benchmark: 1337.5749, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8389, f_measure: 0.7652, kappa: 0.5224, kb_relative_information_score: 500.0185, mean_absolute_error: 0.2474, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7652, predictive_accuracy: 0.766, prior_entropy: 0.99, recall: 0.766, relative_absolute_error: 0.5018, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4376, root_relative_squared_error: 0.8815, scimark_benchmark: 1064.8317, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7203, f_measure: 0.6558, kappa: 0.3018, kb_relative_information_score: 96.2254, mean_absolute_error: 0.455, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.6659, predictive_accuracy: 0.666, prior_entropy: 0.99, recall: 0.666, relative_absolute_error: 0.9229, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4674, root_relative_squared_error: 0.9416, scimark_benchmark: 1343.4596, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5828, f_measure: 0.6269, kappa: 0.2732, kb_relative_information_score: 168.9782, mean_absolute_error: 0.4176, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7001, predictive_accuracy: 0.664, prior_entropy: 0.99, recall: 0.664, relative_absolute_error: 0.8471, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4716, root_relative_squared_error: 0.95, scimark_benchmark: 1354.7191, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5828, f_measure: 0.6269, kappa: 0.2732, kb_relative_information_score: 168.9782, mean_absolute_error: 0.4176, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7001, predictive_accuracy: 0.664, prior_entropy: 0.99, recall: 0.664, relative_absolute_error: 0.8471, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4716, root_relative_squared_error: 0.95, scimark_benchmark: 1335.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5828, f_measure: 0.6269, kappa: 0.2732, kb_relative_information_score: 168.9782, mean_absolute_error: 0.4176, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7001, predictive_accuracy: 0.664, prior_entropy: 0.99, recall: 0.664, relative_absolute_error: 0.8471, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4716, root_relative_squared_error: 0.95, scimark_benchmark: 1354.3488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5828, f_measure: 0.6269, kappa: 0.2732, kb_relative_information_score: 168.9782, mean_absolute_error: 0.4176, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7001, predictive_accuracy: 0.664, prior_entropy: 0.99, recall: 0.664, relative_absolute_error: 0.8471, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4716, root_relative_squared_error: 0.95, scimark_benchmark: 1350.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5833, f_measure: 0.6269, kappa: 0.2732, kb_relative_information_score: 169.0277, mean_absolute_error: 0.4175, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7001, predictive_accuracy: 0.664, prior_entropy: 0.99, recall: 0.664, relative_absolute_error: 0.847, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4713, root_relative_squared_error: 0.9494, scimark_benchmark: 1354.3488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5828, f_measure: 0.6269, kappa: 0.2732, kb_relative_information_score: 168.9782, mean_absolute_error: 0.4176, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7001, predictive_accuracy: 0.664, prior_entropy: 0.99, recall: 0.664, relative_absolute_error: 0.8471, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4716, root_relative_squared_error: 0.95, scimark_benchmark: 933.1165, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

OpenML bootcamp

From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs