Task
Supervised Classification on pc1_req

Supervised Classification on pc1_req

Task 4001 Supervised Classification pc1_req 494 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • mythbusting_1 study_107 study_15 study_20 study_7 under100k under1m
Issue #Downvotes for this reason By


Metric:

494 Runs

Fetching data
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6102, build_cpu_time: 0.0579, build_memory: 1349178735.2, f_measure: 0.6629, kappa: 0.2266, kb_relative_information_score: 25.5895, mean_absolute_error: 0.4094, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.7012, predictive_accuracy: 0.7094, prior_entropy: 0.9204, recall: 0.7094, relative_absolute_error: 0.919, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4611, root_relative_squared_error: 0.9774, scimark_benchmark: 896.6249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6009, build_cpu_time: 0.1331, build_memory: 1048566049.6, f_measure: 0.6629, kappa: 0.2266, kb_relative_information_score: 24.396, mean_absolute_error: 0.4116, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.7012, predictive_accuracy: 0.7094, prior_entropy: 0.9204, recall: 0.7094, relative_absolute_error: 0.9241, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4623, root_relative_squared_error: 0.98, scimark_benchmark: 944.2399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5857, build_cpu_time: 0.2111, build_memory: 832343305.6, f_measure: 0.6532, kappa: 0.2039, kb_relative_information_score: 24.1806, mean_absolute_error: 0.4123, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6844, predictive_accuracy: 0.7, prior_entropy: 0.9204, recall: 0.7, relative_absolute_error: 0.9256, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4636, root_relative_squared_error: 0.9826, scimark_benchmark: 900.7207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5887, build_cpu_time: 0.3204, build_memory: 110655523.2, f_measure: 0.6556, kappa: 0.2082, kb_relative_information_score: 24.9345, mean_absolute_error: 0.4113, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6833, predictive_accuracy: 0.7, prior_entropy: 0.9204, recall: 0.7, relative_absolute_error: 0.9233, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4635, root_relative_squared_error: 0.9825, scimark_benchmark: 901.9722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5261, build_cpu_time: 0.7984, build_memory: 457746981.6, f_measure: 0.6176, kappa: 0.1302, kb_relative_information_score: 13.4369, mean_absolute_error: 0.4283, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6548, predictive_accuracy: 0.6813, prior_entropy: 0.9204, recall: 0.6813, relative_absolute_error: 0.9615, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4674, root_relative_squared_error: 0.9907, scimark_benchmark: 939.8124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.524, build_cpu_time: 0.7197, build_memory: 344031769.6, f_measure: 0.6123, kappa: 0.1192, kb_relative_information_score: 12.0424, mean_absolute_error: 0.4299, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6485, predictive_accuracy: 0.6781, prior_entropy: 0.9204, recall: 0.6781, relative_absolute_error: 0.965, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4679, root_relative_squared_error: 0.9918, scimark_benchmark: 833.2309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.577, build_cpu_time: 0.0804, build_memory: 146207589.6, f_measure: 0.6313, kappa: 0.1554, kb_relative_information_score: 69.8755, mean_absolute_error: 0.3352, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6586, predictive_accuracy: 0.6844, prior_entropy: 0.9204, recall: 0.6844, relative_absolute_error: 0.7525, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5435, root_relative_squared_error: 1.1521, scimark_benchmark: 943.404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5476, build_cpu_time: 0.1473, build_memory: 34980707.2, f_measure: 0.629, kappa: 0.1494, kb_relative_information_score: 61.9671, mean_absolute_error: 0.3497, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6529, predictive_accuracy: 0.6813, prior_entropy: 0.9204, recall: 0.6813, relative_absolute_error: 0.785, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5363, root_relative_squared_error: 1.1368, scimark_benchmark: 941.5865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.572, build_cpu_time: 0.3313, build_memory: 288003626.4, f_measure: 0.6317, kappa: 0.1528, kb_relative_information_score: 68.558, mean_absolute_error: 0.3379, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6478, predictive_accuracy: 0.6781, prior_entropy: 0.9204, recall: 0.6781, relative_absolute_error: 0.7585, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5433, root_relative_squared_error: 1.1517, scimark_benchmark: 941.4198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.575, build_cpu_time: 0.5667, build_memory: 645079362.4, f_measure: 0.6339, kappa: 0.1548, kb_relative_information_score: 64.7697, mean_absolute_error: 0.3431, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6405, predictive_accuracy: 0.6719, prior_entropy: 0.9204, recall: 0.6719, relative_absolute_error: 0.7703, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5387, root_relative_squared_error: 1.1418, scimark_benchmark: 942.9632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5646, build_cpu_time: 1.2597, build_memory: 387216927.2, f_measure: 0.6433, kappa: 0.1767, kb_relative_information_score: 71.0177, mean_absolute_error: 0.3344, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6537, predictive_accuracy: 0.6813, prior_entropy: 0.9204, recall: 0.6813, relative_absolute_error: 0.7505, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5459, root_relative_squared_error: 1.1571, scimark_benchmark: 890.4487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5895, build_cpu_time: 20.4695, build_memory: 145313361.6, f_measure: 0.6506, kappa: 0.1945, kb_relative_information_score: 20.6697, mean_absolute_error: 0.4131, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6674, predictive_accuracy: 0.6906, prior_entropy: 0.9204, recall: 0.6906, relative_absolute_error: 0.9274, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4684, root_relative_squared_error: 0.9929, scimark_benchmark: 944.5683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.597, build_cpu_time: 11.2838, build_memory: 575980552, f_measure: 0.6411, kappa: 0.1723, kb_relative_information_score: 20.0181, mean_absolute_error: 0.4141, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6534, predictive_accuracy: 0.6813, prior_entropy: 0.9204, recall: 0.6813, relative_absolute_error: 0.9295, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9932, scimark_benchmark: 939.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5905, build_cpu_time: 5.1352, build_memory: 1067919228.8, f_measure: 0.6341, kappa: 0.1561, kb_relative_information_score: 17.5903, mean_absolute_error: 0.4171, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6441, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9363, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4711, root_relative_squared_error: 0.9986, scimark_benchmark: 943.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5998, build_cpu_time: 2.4748, build_memory: 1052896406.4, f_measure: 0.6364, kappa: 0.1619, kb_relative_information_score: 19.5333, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6485, predictive_accuracy: 0.6781, prior_entropy: 0.9204, recall: 0.6781, relative_absolute_error: 0.9308, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4706, root_relative_squared_error: 0.9974, scimark_benchmark: 942.9616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5952, build_cpu_time: 1.1744, build_memory: 1821586624, f_measure: 0.6246, kappa: 0.1363, kb_relative_information_score: 21.8265, mean_absolute_error: 0.4101, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6378, predictive_accuracy: 0.6719, prior_entropy: 0.9204, recall: 0.6719, relative_absolute_error: 0.9205, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4721, root_relative_squared_error: 1.0007, scimark_benchmark: 821.7292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6144, build_cpu_time: 0.0039, build_memory: 357005053.6, f_measure: 0.5392, kappa: 0.0124, kb_relative_information_score: 15.29, mean_absolute_error: 0.4231, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.7788, predictive_accuracy: 0.6688, prior_entropy: 0.9204, recall: 0.6688, relative_absolute_error: 0.9499, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4631, root_relative_squared_error: 0.9816, scimark_benchmark: 939.0518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6118, build_cpu_time: 0.0029, build_memory: 698243308.8, f_measure: 0.5392, kappa: 0.0124, kb_relative_information_score: 11.2821, mean_absolute_error: 0.4293, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.7788, predictive_accuracy: 0.6688, prior_entropy: 0.9204, recall: 0.6688, relative_absolute_error: 0.9638, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4641, root_relative_squared_error: 0.9837, scimark_benchmark: 1212.2248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6089, build_cpu_time: 0.3931, build_memory: 55769020, f_measure: 0.6503, kappa: 0.1929, kb_relative_information_score: 49.6096, mean_absolute_error: 0.3683, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6628, predictive_accuracy: 0.6875, prior_entropy: 0.9204, recall: 0.6875, relative_absolute_error: 0.8268, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.06, scimark_benchmark: 942.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6125, build_cpu_time: 0.0078, build_memory: 419287865.6, f_measure: 0.5376, kappa: 0.0062, kb_relative_information_score: 10.7222, mean_absolute_error: 0.4294, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6109, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 0.9639, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4636, root_relative_squared_error: 0.9826, scimark_benchmark: 946.5361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6477, build_cpu_time: 0.2547, build_memory: 881233984, f_measure: 0.6478, kappa: 0.187, kb_relative_information_score: 25.9847, mean_absolute_error: 0.4045, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6584, predictive_accuracy: 0.6844, prior_entropy: 0.9204, recall: 0.6844, relative_absolute_error: 0.908, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4621, root_relative_squared_error: 0.9794, scimark_benchmark: 941.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6171, build_cpu_time: 0.0132, build_memory: 1332993659.2, f_measure: 0.5634, kappa: 0.0487, kb_relative_information_score: 11.1292, mean_absolute_error: 0.4291, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6876, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9632, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4629, root_relative_squared_error: 0.9813, scimark_benchmark: 942.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6138, build_cpu_time: 0.0248, build_memory: 1456787576.8, f_measure: 0.5651, kappa: 0.0549, kb_relative_information_score: 11.2564, mean_absolute_error: 0.4288, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.728, predictive_accuracy: 0.6781, prior_entropy: 0.9204, recall: 0.6781, relative_absolute_error: 0.9625, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4635, root_relative_squared_error: 0.9824, scimark_benchmark: 942.4935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6111, build_cpu_time: 81.9737, build_memory: 375365813.6, f_measure: 0.6483, kappa: 0.1901, kb_relative_information_score: 30.129, mean_absolute_error: 0.4002, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6675, predictive_accuracy: 0.6906, prior_entropy: 0.9204, recall: 0.6906, relative_absolute_error: 0.8983, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4639, root_relative_squared_error: 0.9833, scimark_benchmark: 1212.2248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.618, build_cpu_time: 42.7927, build_memory: 215389468.8, f_measure: 0.6527, kappa: 0.1988, kb_relative_information_score: 28.7179, mean_absolute_error: 0.4017, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6673, predictive_accuracy: 0.6906, prior_entropy: 0.9204, recall: 0.6906, relative_absolute_error: 0.9018, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4634, root_relative_squared_error: 0.9823, scimark_benchmark: 931.2177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4891, build_cpu_time: 0.0082, build_memory: 191173488, f_measure: 0.5511, kappa: -0.0372, kb_relative_information_score: 7.8844, mean_absolute_error: 0.4128, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.5365, predictive_accuracy: 0.5813, prior_entropy: 0.9204, recall: 0.5813, relative_absolute_error: 0.9266, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.578, root_relative_squared_error: 1.2252, scimark_benchmark: 929.0695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5793, build_cpu_time: 0.0174, build_memory: 1252950689.6, f_measure: 0.6494, kappa: 0.1897, kb_relative_information_score: 27.8206, mean_absolute_error: 0.3974, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6551, predictive_accuracy: 0.6813, prior_entropy: 0.9204, recall: 0.6813, relative_absolute_error: 0.892, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5219, root_relative_squared_error: 1.1062, scimark_benchmark: 947.3846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5793, build_cpu_time: 0.0181, build_memory: 601236514.4, f_measure: 0.6494, kappa: 0.1897, kb_relative_information_score: 27.8206, mean_absolute_error: 0.3974, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6551, predictive_accuracy: 0.6813, prior_entropy: 0.9204, recall: 0.6813, relative_absolute_error: 0.892, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5219, root_relative_squared_error: 1.1062, scimark_benchmark: 939.6798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.588, build_cpu_time: 0.0713, build_memory: 798866734.4, f_measure: 0.5999, kappa: 0.1089, kb_relative_information_score: -13.2323, mean_absolute_error: 0.4435, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6034, predictive_accuracy: 0.5969, prior_entropy: 0.9204, recall: 0.5969, relative_absolute_error: 0.9955, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4829, root_relative_squared_error: 1.0236, scimark_benchmark: 905.0866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6323, build_cpu_time: 0.1278, build_memory: 1290134681.6, f_measure: 0.6532, kappa: 0.2056, kb_relative_information_score: 23.8794, mean_absolute_error: 0.4154, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6921, predictive_accuracy: 0.7031, prior_entropy: 0.9204, recall: 0.7031, relative_absolute_error: 0.9325, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4578, root_relative_squared_error: 0.9705, scimark_benchmark: 942.4281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5448, build_cpu_time: 0.016, build_memory: 207120304, f_measure: 0.5361, kappa: -0.0001, kb_relative_information_score: 61.2376, mean_absolute_error: 0.3456, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.5545, predictive_accuracy: 0.6625, prior_entropy: 0.9204, recall: 0.6625, relative_absolute_error: 0.7759, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5573, root_relative_squared_error: 1.1812, scimark_benchmark: 910.9043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5448, build_cpu_time: 0.0154, build_memory: 724798888.8, f_measure: 0.5361, kappa: -0.0001, kb_relative_information_score: 61.2376, mean_absolute_error: 0.3456, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.5545, predictive_accuracy: 0.6625, prior_entropy: 0.9204, recall: 0.6625, relative_absolute_error: 0.7759, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5573, root_relative_squared_error: 1.1812, scimark_benchmark: 932.7461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5259, build_cpu_time: 0.0076, build_memory: 390256380, f_measure: 0.5345, kappa: -0.0062, kb_relative_information_score: 61.5054, mean_absolute_error: 0.3455, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.5259, predictive_accuracy: 0.6594, prior_entropy: 0.9204, recall: 0.6594, relative_absolute_error: 0.7755, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5587, root_relative_squared_error: 1.1843, scimark_benchmark: 938.3567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5259, build_cpu_time: 0.0055, build_memory: 222990259.2, f_measure: 0.5345, kappa: -0.0062, kb_relative_information_score: 61.5054, mean_absolute_error: 0.3455, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.5259, predictive_accuracy: 0.6594, prior_entropy: 0.9204, recall: 0.6594, relative_absolute_error: 0.7755, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5587, root_relative_squared_error: 1.1843, scimark_benchmark: 941.6532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.611, build_cpu_time: 0.6831, build_memory: 1146653649.6, f_measure: 0.6484, kappa: 0.1933, kb_relative_information_score: 23.6183, mean_absolute_error: 0.4159, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6797, predictive_accuracy: 0.6969, prior_entropy: 0.9204, recall: 0.6969, relative_absolute_error: 0.9336, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4597, root_relative_squared_error: 0.9744, scimark_benchmark: 943.2191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5191, build_cpu_time: 0.0037, build_memory: 257148028.8, f_measure: 0.5398, kappa: -0.0001, kb_relative_information_score: 64.0346, mean_absolute_error: 0.3394, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.5545, predictive_accuracy: 0.6594, prior_entropy: 0.9204, recall: 0.6594, relative_absolute_error: 0.7618, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5679, root_relative_squared_error: 1.2037, scimark_benchmark: 926.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5788, build_cpu_time: 0.7774, build_memory: 1310796086.4, f_measure: 0.6269, kappa: 0.1387, kb_relative_information_score: 18.5931, mean_absolute_error: 0.4117, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6316, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 0.9242, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4847, root_relative_squared_error: 1.0274, scimark_benchmark: 940.6012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5788, build_cpu_time: 5.4212, build_memory: 860187160, f_measure: 0.6527, kappa: 0.1988, kb_relative_information_score: 20.0834, mean_absolute_error: 0.4116, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6673, predictive_accuracy: 0.6906, prior_entropy: 0.9204, recall: 0.6906, relative_absolute_error: 0.9241, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4808, root_relative_squared_error: 1.019, scimark_benchmark: 904.8448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5788, build_cpu_time: 5.444, build_memory: 739081783.2, f_measure: 0.6527, kappa: 0.1988, kb_relative_information_score: 20.0834, mean_absolute_error: 0.4116, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6673, predictive_accuracy: 0.6906, prior_entropy: 0.9204, recall: 0.6906, relative_absolute_error: 0.9241, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4808, root_relative_squared_error: 1.019, scimark_benchmark: 935.3052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5736, build_cpu_time: 11.6844, build_memory: 1471373693.6, f_measure: 0.6593, kappa: 0.2132, kb_relative_information_score: 20.5462, mean_absolute_error: 0.4108, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6717, predictive_accuracy: 0.6938, prior_entropy: 0.9204, recall: 0.6938, relative_absolute_error: 0.9223, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4807, root_relative_squared_error: 1.019, scimark_benchmark: 910.0739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5802, build_cpu_time: 0.1137, build_memory: 341613754.4, f_measure: 0.645, kappa: 0.1796, kb_relative_information_score: 22.2963, mean_absolute_error: 0.4073, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6506, predictive_accuracy: 0.6781, prior_entropy: 0.9204, recall: 0.6781, relative_absolute_error: 0.9144, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4865, root_relative_squared_error: 1.0312, scimark_benchmark: 941.0866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5799, build_cpu_time: 0.062, build_memory: 1017714747.2, f_measure: 0.6405, kappa: 0.1695, kb_relative_information_score: 19.3298, mean_absolute_error: 0.4104, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.646, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9214, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4891, root_relative_squared_error: 1.0368, scimark_benchmark: 941.5201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5818, build_cpu_time: 0.0163, build_memory: 436458368.8, f_measure: 0.6352, kappa: 0.1567, kb_relative_information_score: 19.4177, mean_absolute_error: 0.4097, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6357, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 0.9197, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4939, root_relative_squared_error: 1.0469, scimark_benchmark: 947.4258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5818, build_cpu_time: 0.0164, build_memory: 828101628.8, f_measure: 0.6352, kappa: 0.1567, kb_relative_information_score: 19.4177, mean_absolute_error: 0.4097, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6357, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 0.9197, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4939, root_relative_squared_error: 1.0469, scimark_benchmark: 919.2952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5966, build_cpu_time: 0.1186, build_memory: 482201312, f_measure: 0.6355, kappa: 0.169, kb_relative_information_score: 19.0282, mean_absolute_error: 0.4192, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.679, predictive_accuracy: 0.6938, prior_entropy: 0.9204, recall: 0.6938, relative_absolute_error: 0.941, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4612, root_relative_squared_error: 0.9777, scimark_benchmark: 939.8999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5947, build_cpu_time: 0.1976, build_memory: 729499861.6, f_measure: 0.6406, kappa: 0.1798, kb_relative_information_score: 19.363, mean_absolute_error: 0.4187, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6842, predictive_accuracy: 0.6969, prior_entropy: 0.9204, recall: 0.6969, relative_absolute_error: 0.9399, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4613, root_relative_squared_error: 0.9778, scimark_benchmark: 941.3563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5717, build_cpu_time: 1.3776, build_memory: 1988882065.6, f_measure: 0.5584, kappa: 0.0429, kb_relative_information_score: 68.0756, mean_absolute_error: 0.3366, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.7155, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.7557, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5424, root_relative_squared_error: 1.1497, scimark_benchmark: 945.5795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5663, build_cpu_time: 0.7961, build_memory: 589415993.6, f_measure: 0.5516, kappa: 0.0307, kb_relative_information_score: 68.09, mean_absolute_error: 0.3363, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6973, predictive_accuracy: 0.6719, prior_entropy: 0.9204, recall: 0.6719, relative_absolute_error: 0.7549, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5421, root_relative_squared_error: 1.1491, scimark_benchmark: 947.7504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5502, build_cpu_time: 0.331, build_memory: 394262900, f_measure: 0.5447, kappa: 0.0185, kb_relative_information_score: 67.8557, mean_absolute_error: 0.3366, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6681, predictive_accuracy: 0.6688, prior_entropy: 0.9204, recall: 0.6688, relative_absolute_error: 0.7555, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5463, root_relative_squared_error: 1.158, scimark_benchmark: 929.1897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5502, build_cpu_time: 0.3495, build_memory: 173921452.8, f_measure: 0.5447, kappa: 0.0185, kb_relative_information_score: 67.8557, mean_absolute_error: 0.3366, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6681, predictive_accuracy: 0.6688, prior_entropy: 0.9204, recall: 0.6688, relative_absolute_error: 0.7555, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5463, root_relative_squared_error: 1.158, scimark_benchmark: 939.7937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5573, build_cpu_time: 0.1677, build_memory: 541266324, f_measure: 0.5533, kappa: 0.037, kb_relative_information_score: 69.6183, mean_absolute_error: 0.3338, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.7816, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.7492, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5453, root_relative_squared_error: 1.1559, scimark_benchmark: 939.4521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5573, build_cpu_time: 0.512, build_memory: 838506944.8, f_measure: 0.5533, kappa: 0.037, kb_relative_information_score: 69.6183, mean_absolute_error: 0.3338, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.7816, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.7492, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5453, root_relative_squared_error: 1.1559, scimark_benchmark: 936.5169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5423, build_cpu_time: 0.1006, build_memory: 307084386.4, f_measure: 0.5533, kappa: 0.037, kb_relative_information_score: 71.2734, mean_absolute_error: 0.3309, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.7816, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.7429, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.556, root_relative_squared_error: 1.1785, scimark_benchmark: 941.9153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5736, build_cpu_time: 0.3076, build_memory: 208639724.8, f_measure: 0.5894, kappa: 0.089, kb_relative_information_score: 72.9073, mean_absolute_error: 0.3303, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6769, predictive_accuracy: 0.6813, prior_entropy: 0.9204, recall: 0.6813, relative_absolute_error: 0.7415, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5392, root_relative_squared_error: 1.1429, scimark_benchmark: 941.7913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5787, build_cpu_time: 0.0004, build_memory: 126913276.8, f_measure: 0.5623, kappa: 0.079, kb_relative_information_score: -18.2049, mean_absolute_error: 0.4447, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.5928, predictive_accuracy: 0.55, prior_entropy: 0.9204, recall: 0.55, relative_absolute_error: 0.9983, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4928, root_relative_squared_error: 1.0445, scimark_benchmark: 922.5645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5867, build_cpu_time: 0.0033, build_memory: 604878713.6, f_measure: 0.6341, kappa: 0.1574, kb_relative_information_score: 20.3498, mean_absolute_error: 0.4169, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6481, predictive_accuracy: 0.6781, prior_entropy: 0.9204, recall: 0.6781, relative_absolute_error: 0.9359, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4794, root_relative_squared_error: 1.0161, scimark_benchmark: 940.3415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5867, build_cpu_time: 0.0045, build_memory: 454662076.8, f_measure: 0.6341, kappa: 0.1574, kb_relative_information_score: 20.3498, mean_absolute_error: 0.4169, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6481, predictive_accuracy: 0.6781, prior_entropy: 0.9204, recall: 0.6781, relative_absolute_error: 0.9359, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4794, root_relative_squared_error: 1.0161, scimark_benchmark: 946.8522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.612, build_cpu_time: 0.0076, build_memory: 223394260, f_measure: 0.5874, kappa: 0.0828, kb_relative_information_score: 6.3601, mean_absolute_error: 0.4313, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6622, predictive_accuracy: 0.6781, prior_entropy: 0.9204, recall: 0.6781, relative_absolute_error: 0.9681, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.462, root_relative_squared_error: 0.9792, scimark_benchmark: 943.0033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.612, build_cpu_time: 0.0072, build_memory: 104577830.4, f_measure: 0.5874, kappa: 0.0828, kb_relative_information_score: 6.3601, mean_absolute_error: 0.4313, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6622, predictive_accuracy: 0.6781, prior_entropy: 0.9204, recall: 0.6781, relative_absolute_error: 0.9681, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.462, root_relative_squared_error: 0.9792, scimark_benchmark: 930.1524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6139, build_cpu_time: 0.0147, build_memory: 390363596, f_measure: 0.6274, kappa: 0.1534, kb_relative_information_score: 22.9756, mean_absolute_error: 0.4133, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6754, predictive_accuracy: 0.6906, prior_entropy: 0.9204, recall: 0.6906, relative_absolute_error: 0.9278, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4604, root_relative_squared_error: 0.976, scimark_benchmark: 933.0871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6163, build_cpu_time: 0.0081, build_memory: 59225456.8, f_measure: 0.6359, kappa: 0.1675, kb_relative_information_score: 24.2425, mean_absolute_error: 0.4083, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6707, predictive_accuracy: 0.6906, prior_entropy: 0.9204, recall: 0.6906, relative_absolute_error: 0.9165, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4594, root_relative_squared_error: 0.9738, scimark_benchmark: 948.6597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5489, build_cpu_time: 0.0175, build_memory: 462016096.8, f_measure: 0.6113, kappa: 0.1203, kb_relative_information_score: 79.6533, mean_absolute_error: 0.3188, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.657, predictive_accuracy: 0.6813, prior_entropy: 0.9204, recall: 0.6813, relative_absolute_error: 0.7155, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5646, root_relative_squared_error: 1.1967, scimark_benchmark: 926.786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.507, build_cpu_time: 0.0132, build_memory: 316852941.6, f_measure: 0.5447, kappa: 0.0185, kb_relative_information_score: 70.2418, mean_absolute_error: 0.3313, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6681, predictive_accuracy: 0.6688, prior_entropy: 0.9204, recall: 0.6688, relative_absolute_error: 0.7436, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5755, root_relative_squared_error: 1.22, scimark_benchmark: 937.4673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_cpu_time: 0.0194, build_memory: 541994960, f_measure: 0.532, kb_relative_information_score: 67.8889, mean_absolute_error: 0.3344, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.4431, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 0.7506, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5783, root_relative_squared_error: 1.2257, scimark_benchmark: 892.0716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5902, build_cpu_time: 0.0002, build_memory: 611460024, f_measure: 0.6523, kappa: 0.1976, kb_relative_information_score: 36.0032, mean_absolute_error: 0.3867, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6496, predictive_accuracy: 0.6719, prior_entropy: 0.9204, recall: 0.6719, relative_absolute_error: 0.8679, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.508, root_relative_squared_error: 1.0768, scimark_benchmark: 938.6628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5091, build_cpu_time: 0.0059, build_memory: 426308679.2, f_measure: 0.5918, kappa: 0.0738, kb_relative_information_score: 7.8912, mean_absolute_error: 0.4343, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6143, predictive_accuracy: 0.6625, prior_entropy: 0.9204, recall: 0.6625, relative_absolute_error: 0.9748, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4751, root_relative_squared_error: 1.0071, scimark_benchmark: 933.1799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5779, build_cpu_time: 0.0979, build_memory: 495707991.2, f_measure: 0.6478, kappa: 0.187, kb_relative_information_score: 22.7552, mean_absolute_error: 0.4069, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6584, predictive_accuracy: 0.6844, prior_entropy: 0.9204, recall: 0.6844, relative_absolute_error: 0.9134, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4869, root_relative_squared_error: 1.032, scimark_benchmark: 945.8601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4558, build_cpu_time: 0.0008, build_memory: 820558792, f_measure: 0.5305, kappa: -0.0062, kb_relative_information_score: -4.8081, mean_absolute_error: 0.45, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.4424, predictive_accuracy: 0.6625, prior_entropy: 0.9204, recall: 0.6625, relative_absolute_error: 1.0101, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4781, root_relative_squared_error: 1.0133, scimark_benchmark: 943.7068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4558, build_cpu_time: 0.0008, build_memory: 341952252.8, f_measure: 0.5305, kappa: -0.0062, kb_relative_information_score: -4.9565, mean_absolute_error: 0.4501, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.4424, predictive_accuracy: 0.6625, prior_entropy: 0.9204, recall: 0.6625, relative_absolute_error: 1.0105, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4783, root_relative_squared_error: 1.0138, scimark_benchmark: 935.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5742, build_cpu_time: 0.1079, build_memory: 2281376922.4, f_measure: 0.6222, kappa: 0.1305, kb_relative_information_score: 21.127, mean_absolute_error: 0.4075, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6332, predictive_accuracy: 0.6688, prior_entropy: 0.9204, recall: 0.6688, relative_absolute_error: 0.9146, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4879, root_relative_squared_error: 1.0343, scimark_benchmark: 909.8271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5612, build_cpu_time: 0.202, build_memory: 1269623926.4, f_measure: 0.6312, kappa: 0.1478, kb_relative_information_score: 20.0627, mean_absolute_error: 0.4086, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6336, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 0.9173, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4976, root_relative_squared_error: 1.0547, scimark_benchmark: 943.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5677, build_cpu_time: 0.2986, build_memory: 982721197.6, f_measure: 0.6332, kappa: 0.1522, kb_relative_information_score: 18.0143, mean_absolute_error: 0.4083, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6346, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 0.9165, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5006, root_relative_squared_error: 1.061, scimark_benchmark: 937.4026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5608, build_cpu_time: 0.3776, build_memory: 284694324, f_measure: 0.6381, kappa: 0.1637, kb_relative_information_score: 18.851, mean_absolute_error: 0.4083, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6421, predictive_accuracy: 0.6719, prior_entropy: 0.9204, recall: 0.6719, relative_absolute_error: 0.9164, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5027, root_relative_squared_error: 1.0656, scimark_benchmark: 930.8778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6056, build_cpu_time: 0.0636, build_memory: 47695340, f_measure: 0.6176, kappa: 0.1302, kb_relative_information_score: 19.1927, mean_absolute_error: 0.4133, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6548, predictive_accuracy: 0.6813, prior_entropy: 0.9204, recall: 0.6813, relative_absolute_error: 0.9278, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4621, root_relative_squared_error: 0.9794, scimark_benchmark: 939.7233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5849, build_cpu_time: 0.6605, build_memory: 756248819.2, f_measure: 0.6659, kappa: 0.2278, kb_relative_information_score: 35.535, mean_absolute_error: 0.3872, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6691, predictive_accuracy: 0.6906, prior_entropy: 0.9204, recall: 0.6906, relative_absolute_error: 0.8693, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5097, root_relative_squared_error: 1.0805, scimark_benchmark: 939.0159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.584, build_cpu_time: 2.6382, build_memory: 554667668, f_measure: 0.6566, kappa: 0.2064, kb_relative_information_score: 35.7794, mean_absolute_error: 0.387, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6577, predictive_accuracy: 0.6813, prior_entropy: 0.9204, recall: 0.6813, relative_absolute_error: 0.8688, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5099, root_relative_squared_error: 1.0809, scimark_benchmark: 916.1588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5467, build_cpu_time: 0.0438, build_memory: 1382176846.4, f_measure: 0.6176, kappa: 0.1179, kb_relative_information_score: 15.7959, mean_absolute_error: 0.4151, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6215, predictive_accuracy: 0.6594, prior_entropy: 0.9204, recall: 0.6594, relative_absolute_error: 0.9319, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4921, root_relative_squared_error: 1.043, scimark_benchmark: 908.2898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5467, build_cpu_time: 0.0407, build_memory: 177556051.2, f_measure: 0.6176, kappa: 0.1179, kb_relative_information_score: 15.7959, mean_absolute_error: 0.4151, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6215, predictive_accuracy: 0.6594, prior_entropy: 0.9204, recall: 0.6594, relative_absolute_error: 0.9319, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4921, root_relative_squared_error: 1.043, scimark_benchmark: 934.2858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5467, build_cpu_time: 0.0251, build_memory: 94991812, f_measure: 0.6176, kappa: 0.1179, kb_relative_information_score: 15.7959, mean_absolute_error: 0.4151, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6215, predictive_accuracy: 0.6594, prior_entropy: 0.9204, recall: 0.6594, relative_absolute_error: 0.9319, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4921, root_relative_squared_error: 1.043, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5467, build_cpu_time: 0.0374, build_memory: 437577752, f_measure: 0.6176, kappa: 0.1179, kb_relative_information_score: 15.7959, mean_absolute_error: 0.4151, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6215, predictive_accuracy: 0.6594, prior_entropy: 0.9204, recall: 0.6594, relative_absolute_error: 0.9319, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4921, root_relative_squared_error: 1.043, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5496, build_cpu_time: 0.0359, build_memory: 290992112, f_measure: 0.6317, kappa: 0.1502, kb_relative_information_score: 14.8604, mean_absolute_error: 0.416, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6398, predictive_accuracy: 0.6719, prior_entropy: 0.9204, recall: 0.6719, relative_absolute_error: 0.9339, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4917, root_relative_squared_error: 1.0423, scimark_benchmark: 902.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5345, build_cpu_time: 0.0361, build_memory: 1054031678.4, f_measure: 0.5961, kappa: 0.0783, kb_relative_information_score: 5.768, mean_absolute_error: 0.4291, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6112, predictive_accuracy: 0.6594, prior_entropy: 0.9204, recall: 0.6594, relative_absolute_error: 0.9632, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4843, root_relative_squared_error: 1.0265, scimark_benchmark: 917.4547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5269, build_cpu_time: 0.0518, build_memory: 748945514.4, f_measure: 0.5926, kappa: 0.066, kb_relative_information_score: 4.9954, mean_absolute_error: 0.4294, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.5982, predictive_accuracy: 0.65, prior_entropy: 0.9204, recall: 0.65, relative_absolute_error: 0.9639, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4853, root_relative_squared_error: 1.0288, scimark_benchmark: 936.1433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5269, build_cpu_time: 0.0623, build_memory: 968024459.2, f_measure: 0.5926, kappa: 0.066, kb_relative_information_score: 4.9954, mean_absolute_error: 0.4294, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.5982, predictive_accuracy: 0.65, prior_entropy: 0.9204, recall: 0.65, relative_absolute_error: 0.9639, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4853, root_relative_squared_error: 1.0288, scimark_benchmark: 923.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5269, build_cpu_time: 0.0508, build_memory: 471999112, f_measure: 0.5926, kappa: 0.066, kb_relative_information_score: 4.9954, mean_absolute_error: 0.4294, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.5982, predictive_accuracy: 0.65, prior_entropy: 0.9204, recall: 0.65, relative_absolute_error: 0.9639, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4853, root_relative_squared_error: 1.0288, scimark_benchmark: 913.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5269, build_cpu_time: 0.0602, build_memory: 289884388.8, f_measure: 0.5926, kappa: 0.066, kb_relative_information_score: 4.9954, mean_absolute_error: 0.4294, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.5982, predictive_accuracy: 0.65, prior_entropy: 0.9204, recall: 0.65, relative_absolute_error: 0.9639, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4853, root_relative_squared_error: 1.0288, scimark_benchmark: 913.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5724, build_cpu_time: 0.999, build_memory: 452246597.6, f_measure: 0.6381, kappa: 0.1637, kb_relative_information_score: 16.3461, mean_absolute_error: 0.4132, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6421, predictive_accuracy: 0.6719, prior_entropy: 0.9204, recall: 0.6719, relative_absolute_error: 0.9277, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5033, root_relative_squared_error: 1.0668, scimark_benchmark: 930.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5697, build_cpu_time: 0.8918, build_memory: 320261129.6, f_measure: 0.6381, kappa: 0.1637, kb_relative_information_score: 16.1884, mean_absolute_error: 0.4132, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6421, predictive_accuracy: 0.6719, prior_entropy: 0.9204, recall: 0.6719, relative_absolute_error: 0.9277, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.503, root_relative_squared_error: 1.0662, scimark_benchmark: 924.2473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5723, build_cpu_time: 0.7225, build_memory: 269004748, f_measure: 0.6357, kappa: 0.1579, kb_relative_information_score: 17.8933, mean_absolute_error: 0.4107, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6383, predictive_accuracy: 0.6688, prior_entropy: 0.9204, recall: 0.6688, relative_absolute_error: 0.9219, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4996, root_relative_squared_error: 1.059, scimark_benchmark: 942.0692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5881, build_cpu_time: 0.4311, build_memory: 112502400, f_measure: 0.6405, kappa: 0.1695, kb_relative_information_score: 21.0497, mean_absolute_error: 0.4077, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.646, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9152, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4895, root_relative_squared_error: 1.0375, scimark_benchmark: 942.5053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.577, build_cpu_time: 0.2072, build_memory: 90119564, f_measure: 0.6264, kappa: 0.1364, kb_relative_information_score: 16.0943, mean_absolute_error: 0.4154, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6263, predictive_accuracy: 0.6594, prior_entropy: 0.9204, recall: 0.6594, relative_absolute_error: 0.9325, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.491, root_relative_squared_error: 1.0408, scimark_benchmark: 944.4197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5474, build_cpu_time: 1.3214, build_memory: 664939676, f_measure: 0.6215, kappa: 0.1251, kb_relative_information_score: 15.1784, mean_absolute_error: 0.415, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6194, predictive_accuracy: 0.6531, prior_entropy: 0.9204, recall: 0.6531, relative_absolute_error: 0.9316, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5037, root_relative_squared_error: 1.0677, scimark_benchmark: 923.3659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5638, build_cpu_time: 3.9722, build_memory: 92224830.4, f_measure: 0.6381, kappa: 0.1637, kb_relative_information_score: 17.8198, mean_absolute_error: 0.4103, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6421, predictive_accuracy: 0.6719, prior_entropy: 0.9204, recall: 0.6719, relative_absolute_error: 0.9209, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.0609, scimark_benchmark: 936.914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5602, build_cpu_time: 5.2806, build_memory: 981362228, f_measure: 0.6332, kappa: 0.1522, kb_relative_information_score: 15.8874, mean_absolute_error: 0.4128, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6346, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 0.9267, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5027, root_relative_squared_error: 1.0655, scimark_benchmark: 906.6607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5602, build_cpu_time: 4.6602, build_memory: 517431768, f_measure: 0.6332, kappa: 0.1522, kb_relative_information_score: 15.8874, mean_absolute_error: 0.4128, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6346, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 0.9267, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5027, root_relative_squared_error: 1.0655, scimark_benchmark: 924.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5602, build_cpu_time: 5.2721, build_memory: 94136903.2, f_measure: 0.6332, kappa: 0.1522, kb_relative_information_score: 15.8874, mean_absolute_error: 0.4128, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6346, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 0.9267, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5027, root_relative_squared_error: 1.0655, scimark_benchmark: 940.5537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5803, build_cpu_time: 31.8503, build_memory: 750680539.2, f_measure: 0.6363, kappa: 0.1606, kb_relative_information_score: 24.1009, mean_absolute_error: 0.4033, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6447, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9054, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5069, root_relative_squared_error: 1.0744, scimark_benchmark: 893.4088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5873, build_cpu_time: 16.7832, build_memory: 735038001.6, f_measure: 0.6317, kappa: 0.1528, kb_relative_information_score: 25.4843, mean_absolute_error: 0.4019, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6478, predictive_accuracy: 0.6781, prior_entropy: 0.9204, recall: 0.6781, relative_absolute_error: 0.9022, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4949, root_relative_squared_error: 1.0491, scimark_benchmark: 899.4388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.583, build_cpu_time: 8.4892, build_memory: 836492856, f_measure: 0.6483, kappa: 0.1901, kb_relative_information_score: 24.9212, mean_absolute_error: 0.4025, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6675, predictive_accuracy: 0.6906, prior_entropy: 0.9204, recall: 0.6906, relative_absolute_error: 0.9035, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4839, root_relative_squared_error: 1.0258, scimark_benchmark: 937.5757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6008, build_cpu_time: 4.0681, build_memory: 1242213680, f_measure: 0.6243, kappa: 0.1375, kb_relative_information_score: 21.5399, mean_absolute_error: 0.4095, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6423, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9192, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4818, root_relative_squared_error: 1.0212, scimark_benchmark: 892.8005,

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