Task
Supervised Classification on white-clover

Supervised Classification on white-clover

Task 3501 Supervised Classification white-clover 348 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • study_1 study_41 under100k under1m
Issue #Downvotes for this reason By


Metric:

348 Runs

Fetching data
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7265, build_cpu_time: 0.0221, build_memory: 2128041592, f_measure: 0.6847, kappa: 0.3858, kb_relative_information_score: 14.9331, mean_absolute_error: 0.2225, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6889, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.8177, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3337, root_relative_squared_error: 0.9152, scimark_benchmark: 924.7895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7265, build_cpu_time: 0.0542, build_memory: 3951005513.5238, f_measure: 0.6665, kappa: 0.3652, kb_relative_information_score: 14.3012, mean_absolute_error: 0.2246, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6584, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.8256, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3352, root_relative_squared_error: 0.9193, scimark_benchmark: 942.0277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7385, build_cpu_time: 0.1318, build_memory: 1441172023.6191, f_measure: 0.6845, kappa: 0.3964, kb_relative_information_score: 14.8418, mean_absolute_error: 0.2221, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6779, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.8162, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3312, root_relative_squared_error: 0.9081, scimark_benchmark: 942.6679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7385, build_cpu_time: 0.0863, build_memory: 255761429.3333, f_measure: 0.6845, kappa: 0.3964, kb_relative_information_score: 14.8418, mean_absolute_error: 0.2221, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6779, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.8162, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3312, root_relative_squared_error: 0.9081, scimark_benchmark: 933.6664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7259, build_cpu_time: 0.5965, build_memory: 2680991110.6032, f_measure: 0.657, kappa: 0.3294, kb_relative_information_score: 13.4225, mean_absolute_error: 0.2226, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6775, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.818, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3367, root_relative_squared_error: 0.9232, scimark_benchmark: 910.6904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7157, build_cpu_time: 0.388, build_memory: 1138084470.9841, f_measure: 0.657, kappa: 0.3294, kb_relative_information_score: 12.2074, mean_absolute_error: 0.227, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6775, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.8344, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3421, root_relative_squared_error: 0.9382, scimark_benchmark: 738.1496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8347, build_cpu_time: 10.6398, build_memory: 533558008, f_measure: 0.6435, kappa: 0.3196, kb_relative_information_score: 23.4445, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6384, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.646, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3042, root_relative_squared_error: 0.8342, scimark_benchmark: 943.3898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8402, build_cpu_time: 5.4404, build_memory: 377288248.8889, f_measure: 0.661, kappa: 0.3562, kb_relative_information_score: 23.2303, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6571, predictive_accuracy: 0.6667, prior_entropy: 1.4097, recall: 0.6667, relative_absolute_error: 0.6451, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3075, root_relative_squared_error: 0.8433, scimark_benchmark: 945.0883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.838, build_cpu_time: 2.9401, build_memory: 2024011728.381, f_measure: 0.686, kappa: 0.3915, kb_relative_information_score: 22.8566, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6887, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.6489, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3099, root_relative_squared_error: 0.8497, scimark_benchmark: 943.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8342, build_cpu_time: 1.6577, build_memory: 885542374.4762, f_measure: 0.6887, kappa: 0.4071, kb_relative_information_score: 22.7128, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6822, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.6542, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3107, root_relative_squared_error: 0.8519, scimark_benchmark: 942.6348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, build_cpu_time: 0.8332, build_memory: 3437189373.4603, f_measure: 0.6296, kappa: 0.3156, kb_relative_information_score: 21.5976, mean_absolute_error: 0.1821, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6127, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.6691, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.8816, scimark_benchmark: 938.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6582, build_cpu_time: 0.0014, build_memory: 1715137475.1746, f_measure: 0.594, kappa: 0.2146, kb_relative_information_score: 9.994, mean_absolute_error: 0.239, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5714, predictive_accuracy: 0.6349, prior_entropy: 1.4097, recall: 0.6349, relative_absolute_error: 0.8784, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3581, root_relative_squared_error: 0.982, scimark_benchmark: 941.5509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.697, build_cpu_time: 0.004, build_memory: 1467844296.6349, f_measure: 0.6508, kappa: 0.3163, kb_relative_information_score: 11.2374, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6774, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.8615, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3468, root_relative_squared_error: 0.951, scimark_benchmark: 942.3742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7242, build_cpu_time: 0.0052, build_memory: 896483066.0317, f_measure: 0.6891, kappa: 0.3907, kb_relative_information_score: 11.543, mean_absolute_error: 0.2348, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7175, predictive_accuracy: 0.7143, prior_entropy: 1.4097, recall: 0.7143, relative_absolute_error: 0.863, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3409, root_relative_squared_error: 0.9348, scimark_benchmark: 946.5361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7336, build_cpu_time: 0.0102, build_memory: 836287654.6032, f_measure: 0.6839, kappa: 0.3847, kb_relative_information_score: 12.1719, mean_absolute_error: 0.2318, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7141, predictive_accuracy: 0.7143, prior_entropy: 1.4097, recall: 0.7143, relative_absolute_error: 0.8519, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3377, root_relative_squared_error: 0.926, scimark_benchmark: 1024.2267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.733, build_cpu_time: 0.017, build_memory: 2313196359.4921, f_measure: 0.6977, kappa: 0.4073, kb_relative_information_score: 12.4411, mean_absolute_error: 0.2316, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.749, predictive_accuracy: 0.7302, prior_entropy: 1.4097, recall: 0.7302, relative_absolute_error: 0.8513, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3359, root_relative_squared_error: 0.9212, scimark_benchmark: 942.4935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8075, build_cpu_time: 151.7939, build_memory: 2143851129.5238, f_measure: 0.6726, kappa: 0.3821, kb_relative_information_score: 20.8557, mean_absolute_error: 0.1797, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6689, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.6605, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3267, root_relative_squared_error: 0.896, scimark_benchmark: 942.3742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7985, build_cpu_time: 79.8469, build_memory: 890686556.6984, f_measure: 0.6726, kappa: 0.3821, kb_relative_information_score: 20.2703, mean_absolute_error: 0.1814, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6689, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.6667, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.331, root_relative_squared_error: 0.9076, scimark_benchmark: 931.2177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7397, build_cpu_time: 0.0592, build_memory: 880570572.6984, f_measure: 0.6263, kappa: 0.3094, kb_relative_information_score: 17.9854, mean_absolute_error: 0.1863, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.605, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.6847, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.362, root_relative_squared_error: 0.9926, scimark_benchmark: 905.0866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6202, build_cpu_time: 0.0834, build_memory: 597926583.2381, f_measure: 0.633, kappa: 0.2893, kb_relative_information_score: 9.0928, mean_absolute_error: 0.233, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6369, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.8563, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3597, root_relative_squared_error: 0.9864, scimark_benchmark: 938.3567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6202, build_cpu_time: 0.0694, build_memory: 130699109.7143, f_measure: 0.633, kappa: 0.2893, kb_relative_information_score: 9.0928, mean_absolute_error: 0.233, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6369, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.8563, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3597, root_relative_squared_error: 0.9864, scimark_benchmark: 943.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7675, build_cpu_time: 0.1062, build_memory: 653017298.0317, f_measure: 0.647, kappa: 0.3084, kb_relative_information_score: 16.2843, mean_absolute_error: 0.2125, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6524, predictive_accuracy: 0.6667, prior_entropy: 1.4097, recall: 0.6667, relative_absolute_error: 0.781, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.323, root_relative_squared_error: 0.8858, scimark_benchmark: 939.4327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7833, build_cpu_time: 0.2507, build_memory: 647949514.7937, f_measure: 0.7166, kappa: 0.4505, kb_relative_information_score: 17.3011, mean_absolute_error: 0.2103, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7213, predictive_accuracy: 0.7302, prior_entropy: 1.4097, recall: 0.7302, relative_absolute_error: 0.7729, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3174, root_relative_squared_error: 0.8705, scimark_benchmark: 910.9043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5558, build_cpu_time: 0.0201, build_memory: 410800149.7143, f_measure: 0.5553, kappa: 0.1295, kb_relative_information_score: 6.9205, mean_absolute_error: 0.2417, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5561, predictive_accuracy: 0.619, prior_entropy: 1.4097, recall: 0.619, relative_absolute_error: 0.8882, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.369, root_relative_squared_error: 1.012, scimark_benchmark: 910.9043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5603, build_cpu_time: 0.0104, build_memory: 1062821546.6667, f_measure: 0.5674, kappa: 0.1571, kb_relative_information_score: 6.825, mean_absolute_error: 0.2425, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5823, predictive_accuracy: 0.6349, prior_entropy: 1.4097, recall: 0.6349, relative_absolute_error: 0.8911, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3695, root_relative_squared_error: 1.0133, scimark_benchmark: 926.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5603, build_cpu_time: 0.0089, build_memory: 1025465799.2381, f_measure: 0.5674, kappa: 0.1571, kb_relative_information_score: 6.825, mean_absolute_error: 0.2425, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5823, predictive_accuracy: 0.6349, prior_entropy: 1.4097, recall: 0.6349, relative_absolute_error: 0.8911, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3695, root_relative_squared_error: 1.0133, scimark_benchmark: 910.9043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5603, build_cpu_time: 0.0065, build_memory: 759152017.9048, f_measure: 0.5674, kappa: 0.1571, kb_relative_information_score: 6.825, mean_absolute_error: 0.2425, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5823, predictive_accuracy: 0.6349, prior_entropy: 1.4097, recall: 0.6349, relative_absolute_error: 0.8911, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3695, root_relative_squared_error: 1.0133, scimark_benchmark: 941.6532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5603, build_cpu_time: 0.0108, build_memory: 810030305.0159, f_measure: 0.5674, kappa: 0.1571, kb_relative_information_score: 6.825, mean_absolute_error: 0.2425, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5823, predictive_accuracy: 0.6349, prior_entropy: 1.4097, recall: 0.6349, relative_absolute_error: 0.8911, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3695, root_relative_squared_error: 1.0133, scimark_benchmark: 938.3567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.561, build_cpu_time: 0.0036, build_memory: 598646272, f_measure: 0.5313, kappa: 0.0761, kb_relative_information_score: 6.6366, mean_absolute_error: 0.2413, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5155, predictive_accuracy: 0.5873, prior_entropy: 1.4097, recall: 0.5873, relative_absolute_error: 0.8867, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3719, root_relative_squared_error: 1.02, scimark_benchmark: 926.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7644, build_cpu_time: 0.1663, build_memory: 983694147.6825, f_measure: 0.678, kappa: 0.4028, kb_relative_information_score: 11.9935, mean_absolute_error: 0.2317, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6497, predictive_accuracy: 0.7143, prior_entropy: 1.4097, recall: 0.7143, relative_absolute_error: 0.8515, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3326, root_relative_squared_error: 0.912, scimark_benchmark: 941.6532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7942, build_cpu_time: 1.274, build_memory: 545022661.2063, f_measure: 0.6413, kappa: 0.3237, kb_relative_information_score: 13.0246, mean_absolute_error: 0.2285, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6149, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.8398, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.8945, scimark_benchmark: 886.4001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7942, build_cpu_time: 1.2996, build_memory: 520411834.7937, f_measure: 0.6413, kappa: 0.3237, kb_relative_information_score: 13.0246, mean_absolute_error: 0.2285, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6149, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.8398, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.8945, scimark_benchmark: 932.0523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7942, build_cpu_time: 1.2489, build_memory: 924202586.5397, f_measure: 0.6413, kappa: 0.3237, kb_relative_information_score: 13.0246, mean_absolute_error: 0.2285, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6149, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.8398, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.8945, scimark_benchmark: 885.3617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7942, build_cpu_time: 1.5196, build_memory: 586364679.873, f_measure: 0.6413, kappa: 0.3237, kb_relative_information_score: 13.0246, mean_absolute_error: 0.2285, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6149, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.8398, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.8945, scimark_benchmark: 927.5628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7849, build_cpu_time: 2.4684, build_memory: 1266667542.7302, f_measure: 0.6599, kappa: 0.3636, kb_relative_information_score: 12.9999, mean_absolute_error: 0.2291, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6326, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.8421, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3271, root_relative_squared_error: 0.8969, scimark_benchmark: 939.5765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7949, build_cpu_time: 0.0422, build_memory: 506336288.254, f_measure: 0.6512, kappa: 0.3488, kb_relative_information_score: 14.6591, mean_absolute_error: 0.2213, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6235, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.8134, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3248, root_relative_squared_error: 0.8908, scimark_benchmark: 874.7213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7558, build_cpu_time: 0.0129, build_memory: 80177858.7937, f_measure: 0.6336, kappa: 0.2896, kb_relative_information_score: 13.8286, mean_absolute_error: 0.2263, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6487, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.8317, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3333, root_relative_squared_error: 0.9141, scimark_benchmark: 946.5543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7558, build_cpu_time: 0.0142, build_memory: 802953096, f_measure: 0.6336, kappa: 0.2896, kb_relative_information_score: 13.8286, mean_absolute_error: 0.2263, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6487, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.8317, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3333, root_relative_squared_error: 0.9141, scimark_benchmark: 919.2952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6592, build_cpu_time: 0.0034, build_memory: 1200226998.6032, f_measure: 0.5587, kappa: 0.1361, kb_relative_information_score: 10.0903, mean_absolute_error: 0.2354, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5767, predictive_accuracy: 0.5714, prior_entropy: 1.4097, recall: 0.5714, relative_absolute_error: 0.8651, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3619, root_relative_squared_error: 0.9923, scimark_benchmark: 943.4766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6567, build_cpu_time: 0.0161, build_memory: 1906182544.254, f_measure: 0.5147, kappa: 0.0636, kb_relative_information_score: 8.8396, mean_absolute_error: 0.2418, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.493, predictive_accuracy: 0.5397, prior_entropy: 1.4097, recall: 0.5397, relative_absolute_error: 0.8887, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3557, root_relative_squared_error: 0.9754, scimark_benchmark: 947.4258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6454, build_cpu_time: 0.0342, build_memory: 1209682848, f_measure: 0.5181, kappa: 0.0731, kb_relative_information_score: 7.3668, mean_absolute_error: 0.2475, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.4982, predictive_accuracy: 0.5397, prior_entropy: 1.4097, recall: 0.5397, relative_absolute_error: 0.9095, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3585, root_relative_squared_error: 0.9831, scimark_benchmark: 943.4766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6454, build_cpu_time: 0.0316, build_memory: 1209285264.5079, f_measure: 0.5181, kappa: 0.0731, kb_relative_information_score: 7.3668, mean_absolute_error: 0.2475, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.4982, predictive_accuracy: 0.5397, prior_entropy: 1.4097, recall: 0.5397, relative_absolute_error: 0.9095, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3585, root_relative_squared_error: 0.9831, scimark_benchmark: 947.4258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6454, build_cpu_time: 0.033, build_memory: 1062927397.4603, f_measure: 0.5181, kappa: 0.0731, kb_relative_information_score: 7.3668, mean_absolute_error: 0.2475, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.4982, predictive_accuracy: 0.5397, prior_entropy: 1.4097, recall: 0.5397, relative_absolute_error: 0.9095, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3585, root_relative_squared_error: 0.9831, scimark_benchmark: 919.2952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6253, build_cpu_time: 0.0595, build_memory: 888974554.7937, f_measure: 0.551, kappa: 0.1292, kb_relative_information_score: 6.7608, mean_absolute_error: 0.2506, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5241, predictive_accuracy: 0.5873, prior_entropy: 1.4097, recall: 0.5873, relative_absolute_error: 0.9208, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3622, root_relative_squared_error: 0.9932, scimark_benchmark: 938.5838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6286, build_cpu_time: 0.1039, build_memory: 3196926405.3333, f_measure: 0.5562, kappa: 0.1446, kb_relative_information_score: 7.6645, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5328, predictive_accuracy: 0.5873, prior_entropy: 1.4097, recall: 0.5873, relative_absolute_error: 0.9101, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3589, root_relative_squared_error: 0.9842, scimark_benchmark: 949.2096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.793, build_cpu_time: 2.329, build_memory: 1542152927.746, f_measure: 0.6708, kappa: 0.3716, kb_relative_information_score: 0.536, mean_absolute_error: 0.2876, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.689, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 1.0569, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3605, root_relative_squared_error: 0.9886, scimark_benchmark: 944.2422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7821, build_cpu_time: 0.6472, build_memory: 680851457.7778, f_measure: 0.6708, kappa: 0.3716, kb_relative_information_score: 0.3087, mean_absolute_error: 0.2883, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.689, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 1.0594, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3614, root_relative_squared_error: 0.9911, scimark_benchmark: 946.5567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7748, build_cpu_time: 0.3182, build_memory: 718717433.5238, f_measure: 0.6131, kappa: 0.278, kb_relative_information_score: 0.2706, mean_absolute_error: 0.288, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.594, predictive_accuracy: 0.6349, prior_entropy: 1.4097, recall: 0.6349, relative_absolute_error: 1.0586, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.9921, scimark_benchmark: 919.3675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7748, build_cpu_time: 0.3943, build_memory: 840386381.0794, f_measure: 0.6131, kappa: 0.278, kb_relative_information_score: 0.2706, mean_absolute_error: 0.288, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.594, predictive_accuracy: 0.6349, prior_entropy: 1.4097, recall: 0.6349, relative_absolute_error: 1.0586, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.9921, scimark_benchmark: 939.4521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7748, build_cpu_time: 0.483, build_memory: 1026338644.3175, f_measure: 0.6131, kappa: 0.278, kb_relative_information_score: 0.2706, mean_absolute_error: 0.288, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.594, predictive_accuracy: 0.6349, prior_entropy: 1.4097, recall: 0.6349, relative_absolute_error: 1.0586, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.9921, scimark_benchmark: 936.5169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7883, build_cpu_time: 0.1488, build_memory: 490219403.6825, f_measure: 0.5996, kappa: 0.2533, kb_relative_information_score: 0.6417, mean_absolute_error: 0.2864, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5841, predictive_accuracy: 0.619, prior_entropy: 1.4097, recall: 0.619, relative_absolute_error: 1.0526, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.9877, scimark_benchmark: 941.7913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7883, build_cpu_time: 0.2164, build_memory: 361814238.8571, f_measure: 0.5996, kappa: 0.2533, kb_relative_information_score: 0.6417, mean_absolute_error: 0.2864, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5841, predictive_accuracy: 0.619, prior_entropy: 1.4097, recall: 0.619, relative_absolute_error: 1.0526, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.9877, scimark_benchmark: 904.5738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7883, build_cpu_time: 0.2882, build_memory: 507651413.9683, f_measure: 0.5996, kappa: 0.2533, kb_relative_information_score: 0.6417, mean_absolute_error: 0.2864, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5841, predictive_accuracy: 0.619, prior_entropy: 1.4097, recall: 0.619, relative_absolute_error: 1.0526, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.9877, scimark_benchmark: 934.8065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6705, build_cpu_time: 0.0018, build_memory: 1431487704, f_measure: 0.655, kappa: 0.3788, kb_relative_information_score: 19.6318, mean_absolute_error: 0.1953, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6774, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.7179, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4006, root_relative_squared_error: 1.0985, scimark_benchmark: 943.6737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6705, build_cpu_time: 0.004, build_memory: 90856988.8254, f_measure: 0.655, kappa: 0.3788, kb_relative_information_score: 19.6318, mean_absolute_error: 0.1953, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6774, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.7179, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4006, root_relative_squared_error: 1.0985, scimark_benchmark: 926.9748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7418, build_cpu_time: 0.0004, build_memory: 647513724.9524, f_measure: 0.6016, kappa: 0.2609, kb_relative_information_score: 17.0653, mean_absolute_error: 0.1925, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6445, predictive_accuracy: 0.6032, prior_entropy: 1.4097, recall: 0.6032, relative_absolute_error: 0.7076, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4215, root_relative_squared_error: 1.1558, scimark_benchmark: 946.9694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7418, build_cpu_time: 0.0004, build_memory: 840500576, f_measure: 0.6016, kappa: 0.2609, kb_relative_information_score: 17.0653, mean_absolute_error: 0.1925, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6445, predictive_accuracy: 0.6032, prior_entropy: 1.4097, recall: 0.6032, relative_absolute_error: 0.7076, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4215, root_relative_squared_error: 1.1558, scimark_benchmark: 940.3415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7418, build_cpu_time: 0.0005, build_memory: 632296885.3333, f_measure: 0.6016, kappa: 0.2609, kb_relative_information_score: 17.0653, mean_absolute_error: 0.1925, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6445, predictive_accuracy: 0.6032, prior_entropy: 1.4097, recall: 0.6032, relative_absolute_error: 0.7076, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4215, root_relative_squared_error: 1.1558, scimark_benchmark: 943.2554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7418, build_cpu_time: 0.0004, build_memory: 433264760, f_measure: 0.6016, kappa: 0.2609, kb_relative_information_score: 17.0653, mean_absolute_error: 0.1925, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6445, predictive_accuracy: 0.6032, prior_entropy: 1.4097, recall: 0.6032, relative_absolute_error: 0.7076, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4215, root_relative_squared_error: 1.1558, scimark_benchmark: 922.2602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4214, build_memory: 525481592, f_measure: 0.4539, kb_relative_information_score: -0.3208, mean_absolute_error: 0.2733, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.3638, predictive_accuracy: 0.6032, prior_entropy: 1.4097, recall: 0.6032, relative_absolute_error: 1.0046, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3656, root_relative_squared_error: 1.0027, scimark_benchmark: 949.9767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4214, build_memory: 878463032, f_measure: 0.4539, kb_relative_information_score: -0.3208, mean_absolute_error: 0.2733, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.3638, predictive_accuracy: 0.6032, prior_entropy: 1.4097, recall: 0.6032, relative_absolute_error: 1.0046, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3656, root_relative_squared_error: 1.0027, scimark_benchmark: 922.2602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6705, build_cpu_time: 0.0015, build_memory: 535149258.2857, f_measure: 0.655, kappa: 0.3788, kb_relative_information_score: 19.6318, mean_absolute_error: 0.1953, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6774, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.7179, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4006, root_relative_squared_error: 1.0985, scimark_benchmark: 922.5645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6705, build_cpu_time: 0.0027, build_memory: 711812482.2857, f_measure: 0.655, kappa: 0.3788, kb_relative_information_score: 19.6318, mean_absolute_error: 0.1953, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6774, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.7179, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4006, root_relative_squared_error: 1.0985, scimark_benchmark: 946.5615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6019, build_cpu_time: 0.0006, build_memory: 631389649.7778, f_measure: 0.5997, kappa: 0.2261, kb_relative_information_score: 18.2173, mean_absolute_error: 0.1746, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5873, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.6417, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4179, root_relative_squared_error: 1.1459, scimark_benchmark: 946.3269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5054, build_cpu_time: 0.0035, build_memory: 406808289.1429, f_measure: 0.4617, kappa: -0.0328, kb_relative_information_score: -2.9445, mean_absolute_error: 0.3093, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.4372, predictive_accuracy: 0.5714, prior_entropy: 1.4097, recall: 0.5714, relative_absolute_error: 1.1367, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3898, root_relative_squared_error: 1.0689, scimark_benchmark: 945.1122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6406, build_cpu_time: 0.007, build_memory: 1328788522.6667, f_measure: 0.5239, kappa: 0.087, kb_relative_information_score: 7.9253, mean_absolute_error: 0.246, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5115, predictive_accuracy: 0.5397, prior_entropy: 1.4097, recall: 0.5397, relative_absolute_error: 0.9039, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3633, root_relative_squared_error: 0.9964, scimark_benchmark: 920.6941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6406, build_cpu_time: 0.0079, build_memory: 234373677.7143, f_measure: 0.5239, kappa: 0.087, kb_relative_information_score: 7.9253, mean_absolute_error: 0.246, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5115, predictive_accuracy: 0.5397, prior_entropy: 1.4097, recall: 0.5397, relative_absolute_error: 0.9039, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3633, root_relative_squared_error: 0.9964, scimark_benchmark: 945.1122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6406, build_cpu_time: 0.0089, build_memory: 382565000, f_measure: 0.5239, kappa: 0.087, kb_relative_information_score: 7.9253, mean_absolute_error: 0.246, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5115, predictive_accuracy: 0.5397, prior_entropy: 1.4097, recall: 0.5397, relative_absolute_error: 0.9039, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3633, root_relative_squared_error: 0.9964, scimark_benchmark: 933.4176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7418, build_cpu_time: 0.0005, build_memory: 1132407248, f_measure: 0.6016, kappa: 0.2609, kb_relative_information_score: 17.0653, mean_absolute_error: 0.1925, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6445, predictive_accuracy: 0.6032, prior_entropy: 1.4097, recall: 0.6032, relative_absolute_error: 0.7076, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4215, root_relative_squared_error: 1.1558, scimark_benchmark: 942.4411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7008, build_cpu_time: 0.026, build_memory: 875993687.746, f_measure: 0.6074, kappa: 0.2889, kb_relative_information_score: 16.3705, mean_absolute_error: 0.1954, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6302, predictive_accuracy: 0.6032, prior_entropy: 1.4097, recall: 0.6032, relative_absolute_error: 0.718, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4372, root_relative_squared_error: 1.1989, scimark_benchmark: 942.3674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6892, build_cpu_time: 0.0206, build_memory: 364036460.3175, f_measure: 0.6402, kappa: 0.3087, kb_relative_information_score: 1.2922, mean_absolute_error: 0.2844, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6595, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 1.0452, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3625, root_relative_squared_error: 0.994, scimark_benchmark: 948.6597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_cpu_time: 0.0252, build_memory: 1182312233.0159, f_measure: 0.4539, kb_relative_information_score: -2.4563, mean_absolute_error: 0.291, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.3638, predictive_accuracy: 0.6032, prior_entropy: 1.4097, recall: 0.6032, relative_absolute_error: 1.0695, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3718, root_relative_squared_error: 1.0196, scimark_benchmark: 941.5807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6093, build_cpu_time: 0.0001, build_memory: 1019313630.8571, f_measure: 0.5596, kappa: 0.1658, kb_relative_information_score: 9.701, mean_absolute_error: 0.2249, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5485, predictive_accuracy: 0.5714, prior_entropy: 1.4097, recall: 0.5714, relative_absolute_error: 0.8265, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4483, root_relative_squared_error: 1.2293, scimark_benchmark: 928.1083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5757, build_cpu_time: 0.0048, build_memory: 197842465.1429, f_measure: 0.5132, kappa: 0.0963, kb_relative_information_score: 7.6399, mean_absolute_error: 0.248, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5236, predictive_accuracy: 0.5079, prior_entropy: 1.4097, recall: 0.5079, relative_absolute_error: 0.9114, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4101, root_relative_squared_error: 1.1246, scimark_benchmark: 932.1837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7563, build_cpu_time: 0.0271, build_memory: 892297208.7619, f_measure: 0.6712, kappa: 0.363, kb_relative_information_score: 14.1317, mean_absolute_error: 0.2249, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6903, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.8265, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.331, root_relative_squared_error: 0.9077, scimark_benchmark: 943.1817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7348, build_cpu_time: 0.0086, build_memory: 880937737.1429, f_measure: 0.6706, kappa: 0.3646, kb_relative_information_score: 20.1037, mean_absolute_error: 0.1917, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6664, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.7046, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3506, root_relative_squared_error: 0.9615, scimark_benchmark: 942.9279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7229, build_cpu_time: 0.2594, build_memory: 911539270.0952, f_measure: 0.6079, kappa: 0.2313, kb_relative_information_score: 19.8097, mean_absolute_error: 0.1823, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6114, predictive_accuracy: 0.619, prior_entropy: 1.4097, recall: 0.619, relative_absolute_error: 0.67, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3958, root_relative_squared_error: 1.0853, scimark_benchmark: 902.0906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7382, build_cpu_time: 0.2063, build_memory: 805552691.8095, f_measure: 0.6538, kappa: 0.3342, kb_relative_information_score: 21.6715, mean_absolute_error: 0.1716, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6711, predictive_accuracy: 0.6667, prior_entropy: 1.4097, recall: 0.6667, relative_absolute_error: 0.6307, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3981, root_relative_squared_error: 1.0916, scimark_benchmark: 928.3554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7635, build_cpu_time: 0.4483, build_memory: 696676316.9524, f_measure: 0.6538, kappa: 0.3342, kb_relative_information_score: 22.4393, mean_absolute_error: 0.1678, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6711, predictive_accuracy: 0.6667, prior_entropy: 1.4097, recall: 0.6667, relative_absolute_error: 0.6166, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.398, root_relative_squared_error: 1.0915, scimark_benchmark: 930.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7157, build_cpu_time: 1.0241, build_memory: 311459431.746, f_measure: 0.675, kappa: 0.3709, kb_relative_information_score: 24.2586, mean_absolute_error: 0.1582, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6794, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.5815, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3967, root_relative_squared_error: 1.0878, scimark_benchmark: 902.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6093, build_cpu_time: 0.0064, build_memory: 309696269.8413, f_measure: 0.5596, kappa: 0.1658, kb_relative_information_score: 9.701, mean_absolute_error: 0.2249, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5485, predictive_accuracy: 0.5714, prior_entropy: 1.4097, recall: 0.5714, relative_absolute_error: 0.8265, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4483, root_relative_squared_error: 1.2293, scimark_benchmark: 922.3661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6093, build_cpu_time: 0.0064, build_memory: 393967694.6032, f_measure: 0.5596, kappa: 0.1658, kb_relative_information_score: 9.701, mean_absolute_error: 0.2249, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5485, predictive_accuracy: 0.5714, prior_entropy: 1.4097, recall: 0.5714, relative_absolute_error: 0.8265, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4483, root_relative_squared_error: 1.2293, scimark_benchmark: 937.5625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6093, build_cpu_time: 0.0115, build_memory: 193592715.6825, f_measure: 0.5596, kappa: 0.1658, kb_relative_information_score: 9.701, mean_absolute_error: 0.2249, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5485, predictive_accuracy: 0.5714, prior_entropy: 1.4097, recall: 0.5714, relative_absolute_error: 0.8265, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4483, root_relative_squared_error: 1.2293, scimark_benchmark: 916.1588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7844, build_cpu_time: 0.3364, build_memory: 677958428.5714, f_measure: 0.7478, kappa: 0.5182, kb_relative_information_score: 31.5096, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7521, predictive_accuracy: 0.746, prior_entropy: 1.4097, recall: 0.746, relative_absolute_error: 0.4669, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3563, root_relative_squared_error: 0.9772, scimark_benchmark: 873.8637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7619, build_cpu_time: 0.1643, build_memory: 1383634158.4762, f_measure: 0.699, kappa: 0.4229, kb_relative_information_score: 28.2976, mean_absolute_error: 0.1433, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7021, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.5265, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3718, root_relative_squared_error: 1.0197, scimark_benchmark: 941.1411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.779, build_cpu_time: 0.1312, build_memory: 1344093223.873, f_measure: 0.6787, kappa: 0.3919, kb_relative_information_score: 26.0309, mean_absolute_error: 0.1542, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6764, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.5666, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3862, root_relative_squared_error: 1.059, scimark_benchmark: 906.6607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.737, build_cpu_time: 0.0668, build_memory: 1453076145.7778, f_measure: 0.6926, kappa: 0.4172, kb_relative_information_score: 25.7113, mean_absolute_error: 0.1582, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6904, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.5815, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3803, root_relative_squared_error: 1.0429, scimark_benchmark: 890.3066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6746, build_cpu_time: 0.0328, build_memory: 1314958721.3968, f_measure: 0.6207, kappa: 0.2888, kb_relative_information_score: 19.9251, mean_absolute_error: 0.1889, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6226, predictive_accuracy: 0.619, prior_entropy: 1.4097, recall: 0.619, relative_absolute_error: 0.6942, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4158, root_relative_squared_error: 1.1402, scimark_benchmark: 917.4547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6573, build_cpu_time: 0.0373, build_memory: 132732545.2698, f_measure: 0.5863, kappa: 0.1875, kb_relative_information_score: 16.9552, mean_absolute_error: 0.1894, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6017, predictive_accuracy: 0.619, prior_entropy: 1.4097, recall: 0.619, relative_absolute_error: 0.6962, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4068, root_relative_squared_error: 1.1155, scimark_benchmark: 945.0554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7211, build_cpu_time: 0.1082, build_memory: 1151381664.254, f_measure: 0.6318, kappa: 0.283, kb_relative_information_score: 20.3718, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6472, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.6449, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3961, root_relative_squared_error: 1.0861, scimark_benchmark: 913.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7054, build_cpu_time: 0.1498, build_memory: 1572057769.5238, f_measure: 0.6336, kappa: 0.2896, kb_relative_information_score: 19.5858, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6487, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.6462, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4076, root_relative_squared_error: 1.1179, scimark_benchmark: 906.6607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7013, build_cpu_time: 4.5304, build_memory: 648089627.9365, f_measure: 0.6691, kappa: 0.3709, kb_relative_information_score: 23.0661, mean_absolute_error: 0.1575, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6624, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.579, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3956, root_relative_squared_error: 1.0847, scimark_benchmark: 942.0692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7456, build_cpu_time: 2.1912, build_memory: 986989007.2381, f_measure: 0.6782, kappa: 0.3858, kb_relative_information_score: 24.0746, mean_absolute_error: 0.1518, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6709, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.5579, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3852, root_relative_squared_error: 1.0562, scimark_benchmark: 913.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.738, build_cpu_time: 1.1639, build_memory: 412409588.1905, f_measure: 0.7119, kappa: 0.4499, kb_relative_information_score: 28.425, mean_absolute_error: 0.1349, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7097, predictive_accuracy: 0.7302, prior_entropy: 1.4097, recall: 0.7302, relative_absolute_error: 0.4959, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3629, root_relative_squared_error: 0.9951, scimark_benchmark: 920.7965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7664, build_cpu_time: 0.334, build_memory: 232729939.5556, f_measure: 0.6527, kappa: 0.3388, kb_relative_information_score: 24.2768, mean_absolute_error: 0.156, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6427, predictive_accuracy: 0.6667, prior_entropy: 1.4097, recall: 0.6667, relative_absolute_error: 0.5732, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3753, root_relative_squared_error: 1.0291, scimark_benchmark: 923.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8344, build_cpu_time: 0.7037, build_memory: 92424413.4603, f_measure: 0.6987, kappa: 0.442, kb_relative_information_score: 25.773, mean_absolute_error: 0.1523, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.71, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.5599, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3713, root_relative_squared_error: 1.0183, scimark_benchmark: 939.6298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7855, build_cpu_time: 1.2454, build_memory: 1047832287.3651, f_measure: 0.6966, kappa: 0.4324, kb_relative_information_score: 26.095, mean_absolute_error: 0.1511, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7002, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.5552, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3773, root_relative_squared_error: 1.0348, scimark_benchmark: 939.6298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7866, build_cpu_time: 3.0303, build_memory: 782330674.2857, f_measure: 0.7111, kappa: 0.4623, kb_relative_information_score: 27.6441, mean_absolute_error: 0.1418, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7134, predictive_accuracy: 0.7143, prior_entropy: 1.4097, recall: 0.7143, relative_absolute_error: 0.521, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3715, root_relative_squared_error: 1.0187, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7362, build_cpu_time: 5.3014, build_memory: 727884051.4286, f_measure: 0.6496, kappa: 0.3428, kb_relative_information_score: 21.9189, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6534, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.6292, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4104, root_relative_squared_error: 1.1256, scimark_benchmark: 907.4175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7089, build_cpu_time: 10.2639, build_memory: 1083937325.4603, f_measure: 0.6798, kappa: 0.3875, kb_relative_information_score: 24.163, mean_absolute_error: 0.1598, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6894, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.5874, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3984, root_relative_squared_error: 1.0927, scimark_benchmark: 899.4388,

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