Task
Supervised Classification on chscase_census3

Supervised Classification on chscase_census3

Task 3771 Supervised Classification chscase_census3 568 runs submitted
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  • mythbusting_1 study_1 study_107 study_15 study_20 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.471, build_cpu_time: 0.1851, build_memory: 2330628339.2, f_measure: 0.4777, kappa: -0.0452, kb_relative_information_score: -12.7163, mean_absolute_error: 0.513, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4782, predictive_accuracy: 0.4775, prior_entropy: 0.9989, recall: 0.4775, relative_absolute_error: 1.0276, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5817, root_relative_squared_error: 1.1644, scimark_benchmark: 909.8271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.492, build_cpu_time: 0.001, build_memory: 1326910918.4, f_measure: 0.3558, kb_relative_information_score: -0.0245, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.2704, predictive_accuracy: 0.52, prior_entropy: 0.9989, recall: 0.52, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 943.1817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.471, build_cpu_time: 0.1524, build_memory: 596130508.8, f_measure: 0.4668, kappa: -0.0668, kb_relative_information_score: -6.4676, mean_absolute_error: 0.5053, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4669, predictive_accuracy: 0.47, prior_entropy: 0.9989, recall: 0.47, relative_absolute_error: 1.0122, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5205, root_relative_squared_error: 1.0419, scimark_benchmark: 928.1083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4252, build_cpu_time: 0.0116, build_memory: 356339724, f_measure: 0.4485, kappa: -0.1049, kb_relative_information_score: -14.1326, mean_absolute_error: 0.5134, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4482, predictive_accuracy: 0.45, prior_entropy: 0.9989, recall: 0.45, relative_absolute_error: 1.0285, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5216, root_relative_squared_error: 1.0439, scimark_benchmark: 938.8276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_cpu_time: 0.0725, build_memory: 1080590890.4, f_measure: 0.3558, kb_relative_information_score: 15.1164, mean_absolute_error: 0.48, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.2704, predictive_accuracy: 0.52, prior_entropy: 0.9989, recall: 0.52, relative_absolute_error: 0.9615, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.6928, root_relative_squared_error: 1.3868, scimark_benchmark: 940.4464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4748, build_cpu_time: 0.007, build_memory: 295720098.4, f_measure: 0.4294, kappa: -0.0517, kb_relative_information_score: -10.9432, mean_absolute_error: 0.5125, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4596, predictive_accuracy: 0.4875, prior_entropy: 0.9989, recall: 0.4875, relative_absolute_error: 1.0266, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.7159, root_relative_squared_error: 1.4329, scimark_benchmark: 931.9838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4944, build_cpu_time: 0.0178, build_memory: 426547904, f_measure: 0.4947, kappa: -0.0113, kb_relative_information_score: -2.9248, mean_absolute_error: 0.5025, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4951, predictive_accuracy: 0.4975, prior_entropy: 0.9989, recall: 0.4975, relative_absolute_error: 1.0066, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.7089, root_relative_squared_error: 1.4189, scimark_benchmark: 942.9216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4922, build_cpu_time: 0.0043, build_memory: 75608499.2, f_measure: 0.4814, kappa: -0.0307, kb_relative_information_score: -1.4951, mean_absolute_error: 0.5006, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4847, predictive_accuracy: 0.49, prior_entropy: 0.9989, recall: 0.49, relative_absolute_error: 1.0028, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5062, root_relative_squared_error: 1.0131, scimark_benchmark: 926.786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4649, build_cpu_time: 0.0009, build_memory: 705928763.2, f_measure: 0.4643, kappa: -0.0583, kb_relative_information_score: -5.3091, mean_absolute_error: 0.5044, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4692, predictive_accuracy: 0.4775, prior_entropy: 0.9989, recall: 0.4775, relative_absolute_error: 1.0105, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5127, root_relative_squared_error: 1.0263, scimark_benchmark: 946.5639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4402, build_cpu_time: 0.0275, build_memory: 1349590837.6, f_measure: 0.4524, kappa: -0.097, kb_relative_information_score: -14.6307, mean_absolute_error: 0.5135, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4524, predictive_accuracy: 0.4525, prior_entropy: 0.9989, recall: 0.4525, relative_absolute_error: 1.0287, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5349, root_relative_squared_error: 1.0707, scimark_benchmark: 934.4754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4742, build_cpu_time: 0.0172, build_memory: 622530179.2, f_measure: 0.4813, kappa: -0.0394, kb_relative_information_score: -4.5372, mean_absolute_error: 0.5036, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4811, predictive_accuracy: 0.4825, prior_entropy: 0.9989, recall: 0.4825, relative_absolute_error: 1.0088, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5109, root_relative_squared_error: 1.0227, scimark_benchmark: 934.4754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.492, build_cpu_time: 0.0002, build_memory: 202803945.6, f_measure: 0.3558, kb_relative_information_score: -0.0271, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.2704, predictive_accuracy: 0.52, prior_entropy: 0.9989, recall: 0.52, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 946.9694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4925, build_cpu_time: 0.2514, build_memory: 448537646.4, f_measure: 0.478, kappa: -0.0288, kb_relative_information_score: -3.2794, mean_absolute_error: 0.5025, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.485, predictive_accuracy: 0.4925, prior_entropy: 0.9989, recall: 0.4925, relative_absolute_error: 1.0066, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5724, root_relative_squared_error: 1.1457, scimark_benchmark: 894.2099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4812, build_cpu_time: 0.0576, build_memory: 489738877.6, f_measure: 0.4741, kappa: -0.0457, kb_relative_information_score: -7.1482, mean_absolute_error: 0.507, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4769, predictive_accuracy: 0.4825, prior_entropy: 0.9989, recall: 0.4825, relative_absolute_error: 1.0156, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5834, root_relative_squared_error: 1.1678, scimark_benchmark: 934.8065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4812, build_cpu_time: 0.0631, build_memory: 346722008, f_measure: 0.4741, kappa: -0.0457, kb_relative_information_score: -7.1482, mean_absolute_error: 0.507, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4769, predictive_accuracy: 0.4825, prior_entropy: 0.9989, recall: 0.4825, relative_absolute_error: 1.0156, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5834, root_relative_squared_error: 1.1678, scimark_benchmark: 916.929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4768, build_cpu_time: 0.1174, build_memory: 674997198.4, f_measure: 0.4762, kappa: -0.0372, kb_relative_information_score: -7.1694, mean_absolute_error: 0.5061, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4809, predictive_accuracy: 0.4875, prior_entropy: 0.9989, recall: 0.4875, relative_absolute_error: 1.0139, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5698, root_relative_squared_error: 1.1405, scimark_benchmark: 927.4148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4768, build_cpu_time: 0.1088, build_memory: 990083529.6, f_measure: 0.4762, kappa: -0.0372, kb_relative_information_score: -7.1694, mean_absolute_error: 0.5061, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4809, predictive_accuracy: 0.4875, prior_entropy: 0.9989, recall: 0.4875, relative_absolute_error: 1.0139, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5698, root_relative_squared_error: 1.1405, scimark_benchmark: 939.4521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.489, build_cpu_time: 0.2598, build_memory: 701609907.2, f_measure: 0.4585, kappa: -0.0609, kb_relative_information_score: -2.1336, mean_absolute_error: 0.5006, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4664, predictive_accuracy: 0.4775, prior_entropy: 0.9989, recall: 0.4775, relative_absolute_error: 1.0027, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5638, root_relative_squared_error: 1.1284, scimark_benchmark: 936.7429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4855, build_cpu_time: 0.4455, build_memory: 672720935.2, f_measure: 0.4547, kappa: -0.0368, kb_relative_information_score: -1.0268, mean_absolute_error: 0.4998, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4765, predictive_accuracy: 0.4925, prior_entropy: 0.9989, recall: 0.4925, relative_absolute_error: 1.0012, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5645, root_relative_squared_error: 1.1298, scimark_benchmark: 941.1455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, build_cpu_time: 0.8418, build_memory: 1218064935.2, f_measure: 0.4612, kappa: -0.0306, kb_relative_information_score: -1.1062, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4812, predictive_accuracy: 0.495, prior_entropy: 0.9989, recall: 0.495, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5647, root_relative_squared_error: 1.1303, scimark_benchmark: 945.5795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4418, build_cpu_time: 0.4794, build_memory: 1624570992, f_measure: 0.4502, kappa: -0.0983, kb_relative_information_score: -9.357, mean_absolute_error: 0.508, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4506, predictive_accuracy: 0.455, prior_entropy: 0.9989, recall: 0.455, relative_absolute_error: 1.0177, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5168, root_relative_squared_error: 1.0344, scimark_benchmark: 945.7067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4418, build_cpu_time: 0.3211, build_memory: 844308227.2, f_measure: 0.4502, kappa: -0.0983, kb_relative_information_score: -9.357, mean_absolute_error: 0.508, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4506, predictive_accuracy: 0.455, prior_entropy: 0.9989, recall: 0.455, relative_absolute_error: 1.0177, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5168, root_relative_squared_error: 1.0344, scimark_benchmark: 946.1876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4418, build_cpu_time: 0.2785, build_memory: 300534923.2, f_measure: 0.4517, kappa: -0.097, kb_relative_information_score: -9.2856, mean_absolute_error: 0.508, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4517, predictive_accuracy: 0.455, prior_entropy: 0.9989, recall: 0.455, relative_absolute_error: 1.0175, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5174, root_relative_squared_error: 1.0357, scimark_benchmark: 938.2576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4457, build_cpu_time: 0.1023, build_memory: 953941837.6, f_measure: 0.4694, kappa: -0.0634, kb_relative_information_score: -9.9343, mean_absolute_error: 0.5087, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4691, predictive_accuracy: 0.47, prior_entropy: 0.9989, recall: 0.47, relative_absolute_error: 1.019, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5203, root_relative_squared_error: 1.0415, scimark_benchmark: 919.2952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5203, build_cpu_time: 0.0274, build_memory: 2417123418.4, f_measure: 0.4929, kappa: -0.0024, kb_relative_information_score: 4.3313, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4995, predictive_accuracy: 0.505, prior_entropy: 0.9989, recall: 0.505, relative_absolute_error: 0.9911, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5304, root_relative_squared_error: 1.0617, scimark_benchmark: 949.2096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5203, build_cpu_time: 0.0269, build_memory: 496780204, f_measure: 0.4929, kappa: -0.0024, kb_relative_information_score: 4.3313, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4995, predictive_accuracy: 0.505, prior_entropy: 0.9989, recall: 0.505, relative_absolute_error: 0.9911, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5304, root_relative_squared_error: 1.0617, scimark_benchmark: 941.5201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4766, build_cpu_time: 0.0513, build_memory: 901742039.2, f_measure: 0.4688, kappa: -0.0593, kb_relative_information_score: -7.835, mean_absolute_error: 0.5075, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4702, predictive_accuracy: 0.475, prior_entropy: 0.9989, recall: 0.475, relative_absolute_error: 1.0166, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5317, root_relative_squared_error: 1.0643, scimark_benchmark: 943.4766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4351, build_cpu_time: 17.489, build_memory: 2142018502.4, f_measure: 0.437, kappa: -0.1268, kb_relative_information_score: -11.299, mean_absolute_error: 0.51, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4367, predictive_accuracy: 0.44, prior_entropy: 0.9989, recall: 0.44, relative_absolute_error: 1.0216, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5195, root_relative_squared_error: 1.0399, scimark_benchmark: 910.0739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4408, build_cpu_time: 4.3345, build_memory: 1204279230.4, f_measure: 0.4491, kappa: -0.104, kb_relative_information_score: -10.8808, mean_absolute_error: 0.5096, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4488, predictive_accuracy: 0.45, prior_entropy: 0.9989, recall: 0.45, relative_absolute_error: 1.0209, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5196, root_relative_squared_error: 1.04, scimark_benchmark: 941.1456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4408, build_cpu_time: 4.2401, build_memory: 2041150220, f_measure: 0.4491, kappa: -0.104, kb_relative_information_score: -10.8808, mean_absolute_error: 0.5096, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4488, predictive_accuracy: 0.45, prior_entropy: 0.9989, recall: 0.45, relative_absolute_error: 1.0209, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5196, root_relative_squared_error: 1.04, scimark_benchmark: 922.9897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4408, build_cpu_time: 4.1339, build_memory: 1849148247.2, f_measure: 0.4491, kappa: -0.104, kb_relative_information_score: -10.8808, mean_absolute_error: 0.5096, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4488, predictive_accuracy: 0.45, prior_entropy: 0.9989, recall: 0.45, relative_absolute_error: 1.0209, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5196, root_relative_squared_error: 1.04, scimark_benchmark: 921.2344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4523, build_cpu_time: 1.2049, build_memory: 1679424870.4, f_measure: 0.4526, kappa: -0.0965, kb_relative_information_score: -9.3006, mean_absolute_error: 0.508, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4526, predictive_accuracy: 0.4525, prior_entropy: 0.9989, recall: 0.4525, relative_absolute_error: 1.0176, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5193, root_relative_squared_error: 1.0395, scimark_benchmark: 941.6532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4682, build_cpu_time: 0.0075, build_memory: 598176375.2, f_measure: 0.4654, kappa: -0.0615, kb_relative_information_score: -9.571, mean_absolute_error: 0.5088, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4684, predictive_accuracy: 0.475, prior_entropy: 0.9989, recall: 0.475, relative_absolute_error: 1.0191, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5398, root_relative_squared_error: 1.0804, scimark_benchmark: 942.4281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4682, build_cpu_time: 0.0066, build_memory: 1372850000, f_measure: 0.4654, kappa: -0.0615, kb_relative_information_score: -9.571, mean_absolute_error: 0.5088, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4684, predictive_accuracy: 0.475, prior_entropy: 0.9989, recall: 0.475, relative_absolute_error: 1.0191, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5398, root_relative_squared_error: 1.0804, scimark_benchmark: 902.1764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4321, build_cpu_time: 0.0131, build_memory: 818603328.8, f_measure: 0.4283, kappa: -0.14, kb_relative_information_score: -15.45, mean_absolute_error: 0.5144, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4285, predictive_accuracy: 0.435, prior_entropy: 0.9989, recall: 0.435, relative_absolute_error: 1.0304, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5342, root_relative_squared_error: 1.0693, scimark_benchmark: 926.9727,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4218, build_cpu_time: 0.0263, build_memory: 510402850.4, f_measure: 0.4536, kappa: -0.0896, kb_relative_information_score: -16.4082, mean_absolute_error: 0.5158, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4546, predictive_accuracy: 0.46, prior_entropy: 0.9989, recall: 0.46, relative_absolute_error: 1.0331, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5307, root_relative_squared_error: 1.0623, scimark_benchmark: 938.3567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4066, build_cpu_time: 0.116, build_memory: 1135501344.8, f_measure: 0.4276, kappa: -0.1405, kb_relative_information_score: -17.7798, mean_absolute_error: 0.5169, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.428, predictive_accuracy: 0.435, prior_entropy: 0.9989, recall: 0.435, relative_absolute_error: 1.0355, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5303, root_relative_squared_error: 1.0614, scimark_benchmark: 942.4281,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4271, build_cpu_time: 0.2872, build_memory: 320510412.8, f_measure: 0.4204, kappa: -0.1554, kb_relative_information_score: -49.8076, mean_absolute_error: 0.5581, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4204, predictive_accuracy: 0.4275, prior_entropy: 0.9989, recall: 0.4275, relative_absolute_error: 1.118, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.6923, root_relative_squared_error: 1.3857, scimark_benchmark: 938.0657,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4614, build_cpu_time: 0.222, build_memory: 747914509.6, f_measure: 0.4721, kappa: -0.0536, kb_relative_information_score: -6.3475, mean_absolute_error: 0.5053, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4733, predictive_accuracy: 0.4775, prior_entropy: 0.9989, recall: 0.4775, relative_absolute_error: 1.0123, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5123, root_relative_squared_error: 1.0254, scimark_benchmark: 933.0648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4569, build_cpu_time: 0.1559, build_memory: 1868466765.6, f_measure: 0.4722, kappa: -0.0563, kb_relative_information_score: -7.3021, mean_absolute_error: 0.5063, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4723, predictive_accuracy: 0.475, prior_entropy: 0.9989, recall: 0.475, relative_absolute_error: 1.0143, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5139, root_relative_squared_error: 1.0286, scimark_benchmark: 940.8124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4408, f_measure: 0.4382, kappa: -0.1254, kb_relative_information_score: -11.248, mean_absolute_error: 0.5102, mean_prior_absolute_error: 0.4992, number_of_instances: 400, precision: 0.4378, predictive_accuracy: 0.44, prior_entropy: 0.9989, recall: 0.44, relative_absolute_error: 1.0219, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5196, root_relative_squared_error: 1.04,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs