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Function: require_once

OpenML
Task
Supervised Classification on meta_instanceincremental.arff

Supervised Classification on meta_instanceincremental.arff

Task 2355 Supervised Classification meta_instanceincremental.arff 310 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.8171, kappa: 0.5897, kb_relative_information_score: 12.5822, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.8465, predictive_accuracy: 0.8333, prior_entropy: 1.3146, recall: 0.8333, relative_absolute_error: 0.5368, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.2409, root_relative_squared_error: 0.711, scimark_benchmark: 1335.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5899, f_measure: 0.5874, kb_relative_information_score: -2.1647, mean_absolute_error: 0.2743, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.5017, predictive_accuracy: 0.7083, prior_entropy: 1.3146, recall: 0.7083, relative_absolute_error: 1.1805, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.3478, root_relative_squared_error: 1.0266, scimark_benchmark: 1034.1273, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8569, f_measure: 0.8583, kappa: 0.7085, kb_relative_information_score: -0.2555, mean_absolute_error: 0.2604, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.888, predictive_accuracy: 0.875, prior_entropy: 1.3146, recall: 0.875, relative_absolute_error: 1.1207, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.3281, root_relative_squared_error: 0.9684, scimark_benchmark: 932.5646, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.8583, kappa: 0.7085, kb_relative_information_score: 12.8032, mean_absolute_error: 0.1214, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.888, predictive_accuracy: 0.875, prior_entropy: 1.3146, recall: 0.875, relative_absolute_error: 0.5226, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.6852, scimark_benchmark: 895.5332, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6167, f_measure: 0.5203, kappa: 0.2279, kb_relative_information_score: 0.3998, mean_absolute_error: 0.25, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.674, predictive_accuracy: 0.5, prior_entropy: 1.3146, recall: 0.5, relative_absolute_error: 1.0759, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.5, root_relative_squared_error: 1.4759, scimark_benchmark: 938.9967, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7679, f_measure: 0.8176, kappa: 0.6727, kb_relative_information_score: 10.3855, mean_absolute_error: 0.1358, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.7688, predictive_accuracy: 0.875, prior_entropy: 1.3146, recall: 0.875, relative_absolute_error: 0.5843, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.2528, root_relative_squared_error: 0.7461, scimark_benchmark: 1363.434, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7857, f_measure: 0.8176, kappa: 0.6727, kb_relative_information_score: 10.7164, mean_absolute_error: 0.131, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.7688, predictive_accuracy: 0.875, prior_entropy: 1.3146, recall: 0.875, relative_absolute_error: 0.5637, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.2492, root_relative_squared_error: 0.7355, scimark_benchmark: 1372.2145, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8432, f_measure: 0.8583, kappa: 0.7085, kb_relative_information_score: 14.3917, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.888, predictive_accuracy: 0.875, prior_entropy: 1.3146, recall: 0.875, relative_absolute_error: 0.3721, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.2492, root_relative_squared_error: 0.7357, scimark_benchmark: 1315.3881, usercpu_time_millis: 1500, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1490,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.8981, kappa: 0.7949, kb_relative_information_score: 14.6515, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.9254, predictive_accuracy: 0.9167, prior_entropy: 1.3146, recall: 0.9167, relative_absolute_error: 0.4689, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.5788, scimark_benchmark: 1346.9602, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6893, f_measure: 0.7704, kappa: 0.457, kb_relative_information_score: 11.1028, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.8028, predictive_accuracy: 0.7917, prior_entropy: 1.3146, recall: 0.7917, relative_absolute_error: 0.4483, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.9527, scimark_benchmark: 1361.1055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5874, kb_relative_information_score: 0.704, mean_absolute_error: 0.2233, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.5017, predictive_accuracy: 0.7083, prior_entropy: 1.3146, recall: 0.7083, relative_absolute_error: 0.9611, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.3408, root_relative_squared_error: 1.0059, scimark_benchmark: 1361.1055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8262, f_measure: 0.8208, kappa: 0.6308, kb_relative_information_score: 14.6339, mean_absolute_error: 0.0764, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.8611, predictive_accuracy: 0.8333, prior_entropy: 1.3146, recall: 0.8333, relative_absolute_error: 0.3287, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.2679, root_relative_squared_error: 0.7907, scimark_benchmark: 825.5282, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5714, f_measure: 0.6688, kappa: 0.2044, kb_relative_information_score: 7.9171, mean_absolute_error: 0.125, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.6902, predictive_accuracy: 0.75, prior_entropy: 1.3146, recall: 0.75, relative_absolute_error: 0.5379, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.3536, root_relative_squared_error: 1.0436, scimark_benchmark: 1294.7826, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5238, f_measure: 0.0955, kappa: 0.0457, kb_relative_information_score: -13.8714, mean_absolute_error: 0.4167, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.183, predictive_accuracy: 0.1667, prior_entropy: 1.3146, recall: 0.1667, relative_absolute_error: 1.7931, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.6455, root_relative_squared_error: 1.9054, scimark_benchmark: 1368.9272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8272, f_measure: 0.8231, kappa: 0.6322, kb_relative_information_score: 13.798, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.8208, predictive_accuracy: 0.8333, prior_entropy: 1.3146, recall: 0.8333, relative_absolute_error: 0.3901, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.2733, root_relative_squared_error: 0.8066, scimark_benchmark: 1341.2341, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5476, f_measure: 0.6312, kappa: 0.1429, kb_relative_information_score: 6.2931, mean_absolute_error: 0.1458, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.5777, predictive_accuracy: 0.7083, prior_entropy: 1.3146, recall: 0.7083, relative_absolute_error: 0.6276, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.3819, root_relative_squared_error: 1.1272, scimark_benchmark: 1466.6185, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6435, f_measure: 0.6736, kappa: 0.2911, kb_relative_information_score: 6.8747, mean_absolute_error: 0.1458, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.6425, predictive_accuracy: 0.7083, prior_entropy: 1.3146, recall: 0.7083, relative_absolute_error: 0.6276, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.3819, root_relative_squared_error: 1.1272, scimark_benchmark: 1345.5871, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5874, kb_relative_information_score: -0.191, mean_absolute_error: 0.2346, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.5017, predictive_accuracy: 0.7083, prior_entropy: 1.3146, recall: 0.7083, relative_absolute_error: 1.0095, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.3405, root_relative_squared_error: 1.005, scimark_benchmark: 1028.5889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.811, f_measure: 0.7986, kappa: 0.5455, kb_relative_information_score: 12.0317, mean_absolute_error: 0.1104, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.85, predictive_accuracy: 0.7917, prior_entropy: 1.3146, recall: 0.7917, relative_absolute_error: 0.4753, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.3064, root_relative_squared_error: 0.9045, scimark_benchmark: 1054.3694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, build_cpu_time: 0.078, build_memory: 856731808, f_measure: 0.8583, kappa: 0.7085, kb_relative_information_score: 16.0737, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.888, predictive_accuracy: 0.875, prior_entropy: 1.3146, recall: 0.875, relative_absolute_error: 0.2568, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.2377, root_relative_squared_error: 0.7018, scimark_benchmark: 926.4124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, build_cpu_time: 0.089, build_memory: 274946496, f_measure: 0.8583, kappa: 0.7085, kb_relative_information_score: 16.0737, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.888, predictive_accuracy: 0.875, prior_entropy: 1.3146, recall: 0.875, relative_absolute_error: 0.2568, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.2377, root_relative_squared_error: 0.7018, scimark_benchmark: 907.1899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, build_cpu_time: 0.096, build_memory: 828018216, f_measure: 0.8583, kappa: 0.7085, kb_relative_information_score: 16.0737, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.888, predictive_accuracy: 0.875, prior_entropy: 1.3146, recall: 0.875, relative_absolute_error: 0.2568, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.2377, root_relative_squared_error: 0.7018, scimark_benchmark: 907.1899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, build_cpu_time: 0.099, build_memory: 849444040, f_measure: 0.8583, kappa: 0.7085, kb_relative_information_score: 16.0737, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.888, predictive_accuracy: 0.875, prior_entropy: 1.3146, recall: 0.875, relative_absolute_error: 0.2568, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.2377, root_relative_squared_error: 0.7018, scimark_benchmark: 942.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, build_cpu_time: 0.014, build_memory: 1130270840, f_measure: 0.9002, kappa: 0.7534, kb_relative_information_score: 16.9612, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.9333, predictive_accuracy: 0.875, prior_entropy: 1.3146, recall: 0.875, relative_absolute_error: 0.3291, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.6012, scimark_benchmark: 927.1482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, build_cpu_time: 0.013, build_memory: 36291200, f_measure: 0.9002, kappa: 0.7534, kb_relative_information_score: 16.9612, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.9333, predictive_accuracy: 0.875, prior_entropy: 1.3146, recall: 0.875, relative_absolute_error: 0.3291, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.6012, scimark_benchmark: 940.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, build_cpu_time: 0.013, build_memory: 257215736, f_measure: 0.9002, kappa: 0.7534, kb_relative_information_score: 16.9612, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.9333, predictive_accuracy: 0.875, prior_entropy: 1.3146, recall: 0.875, relative_absolute_error: 0.3291, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.6012, scimark_benchmark: 940.5101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, build_cpu_time: 0.013, build_memory: 844010480, f_measure: 0.9002, kappa: 0.7534, kb_relative_information_score: 16.9612, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.9333, predictive_accuracy: 0.875, prior_entropy: 1.3146, recall: 0.875, relative_absolute_error: 0.3291, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.6012, scimark_benchmark: 920.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, build_cpu_time: 0.015, build_memory: 227148232, f_measure: 0.9002, kappa: 0.7534, kb_relative_information_score: 16.9612, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.9333, predictive_accuracy: 0.875, prior_entropy: 1.3146, recall: 0.875, relative_absolute_error: 0.3291, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.6012, scimark_benchmark: 940.572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7905, build_cpu_time: 0.005, build_memory: 74791336, f_measure: 0.8117, kappa: 0.573, kb_relative_information_score: 12.4653, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.8781, predictive_accuracy: 0.7917, prior_entropy: 1.3146, recall: 0.7917, relative_absolute_error: 0.4483, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.9527, scimark_benchmark: 939.8609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7905, build_cpu_time: 0.002, build_memory: 323720000, f_measure: 0.8117, kappa: 0.573, kb_relative_information_score: 12.4653, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.8781, predictive_accuracy: 0.7917, prior_entropy: 1.3146, recall: 0.7917, relative_absolute_error: 0.4483, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.9527, scimark_benchmark: 925.7673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7905, build_cpu_time: 0.002, build_memory: 375019576, f_measure: 0.8117, kappa: 0.573, kb_relative_information_score: 12.4653, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.8781, predictive_accuracy: 0.7917, prior_entropy: 1.3146, recall: 0.7917, relative_absolute_error: 0.4483, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.9527, scimark_benchmark: 935.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7905, build_cpu_time: 0.001, build_memory: 363111352, f_measure: 0.8117, kappa: 0.573, kb_relative_information_score: 12.4653, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.8781, predictive_accuracy: 0.7917, prior_entropy: 1.3146, recall: 0.7917, relative_absolute_error: 0.4483, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.9527, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7905, build_cpu_time: 0.001, build_memory: 610828736, f_measure: 0.8117, kappa: 0.573, kb_relative_information_score: 12.4653, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.8781, predictive_accuracy: 0.7917, prior_entropy: 1.3146, recall: 0.7917, relative_absolute_error: 0.4483, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.9527, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, build_cpu_time: 0.021, build_memory: 2190084760, f_measure: 0.8981, kappa: 0.7949, kb_relative_information_score: 15.1226, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.9254, predictive_accuracy: 0.9167, prior_entropy: 1.3146, recall: 0.9167, relative_absolute_error: 0.4626, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.5435, scimark_benchmark: 943.8094,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.648, build_cpu_time: 0.009, build_memory: 689685752, f_measure: 0.68, kappa: 0.2764, kb_relative_information_score: 6.9178, mean_absolute_error: 0.155, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.6723, predictive_accuracy: 0.75, prior_entropy: 1.3146, recall: 0.75, relative_absolute_error: 0.6671, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.3194, root_relative_squared_error: 0.9427, scimark_benchmark: 906.631,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8569, build_cpu_time: 0.025, build_memory: 384301048, f_measure: 0.8583, kappa: 0.7085, kb_relative_information_score: -0.2555, mean_absolute_error: 0.2604, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.888, predictive_accuracy: 0.875, prior_entropy: 1.3146, recall: 0.875, relative_absolute_error: 1.1207, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.3281, root_relative_squared_error: 0.9684, scimark_benchmark: 937.4673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8909, build_cpu_time: 0.062, build_memory: 82747224, f_measure: 0.8754, kappa: 0.7382, kb_relative_information_score: 16.5253, mean_absolute_error: 0.0655, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.8807, predictive_accuracy: 0.875, prior_entropy: 1.3146, recall: 0.875, relative_absolute_error: 0.2819, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.2506, root_relative_squared_error: 0.7399, scimark_benchmark: 943.1304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8856, build_cpu_time: 0.001, build_memory: 200066768, f_measure: 0.9148, kappa: 0.8161, kb_relative_information_score: 18.305, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.925, predictive_accuracy: 0.9167, prior_entropy: 1.3146, recall: 0.9167, relative_absolute_error: 0.188, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.2046, root_relative_squared_error: 0.6039, scimark_benchmark: 945.7844,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.811, build_cpu_time: 0.005, build_memory: 373841904, f_measure: 0.7986, kappa: 0.5455, kb_relative_information_score: 12.0317, mean_absolute_error: 0.1104, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.85, predictive_accuracy: 0.7917, prior_entropy: 1.3146, recall: 0.7917, relative_absolute_error: 0.4753, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.3064, root_relative_squared_error: 0.9045, scimark_benchmark: 922.2602,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.811, build_cpu_time: 0.004, build_memory: 970585336, f_measure: 0.7986, kappa: 0.5455, kb_relative_information_score: 12.0317, mean_absolute_error: 0.1104, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.85, predictive_accuracy: 0.7917, prior_entropy: 1.3146, recall: 0.7917, relative_absolute_error: 0.4753, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.3064, root_relative_squared_error: 0.9045, scimark_benchmark: 938.2445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8856, build_cpu_time: 0.008, build_memory: 12259456, f_measure: 0.9148, kappa: 0.8161, kb_relative_information_score: 18.305, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.925, predictive_accuracy: 0.9167, prior_entropy: 1.3146, recall: 0.9167, relative_absolute_error: 0.188, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.2046, root_relative_squared_error: 0.6039, scimark_benchmark: 947.7747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8856, build_cpu_time: 0.001, build_memory: 92799192, f_measure: 0.9148, kappa: 0.8161, kb_relative_information_score: 18.305, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.925, predictive_accuracy: 0.9167, prior_entropy: 1.3146, recall: 0.9167, relative_absolute_error: 0.188, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.2046, root_relative_squared_error: 0.6039, scimark_benchmark: 940.3415,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9126, build_cpu_time: 0.198, build_memory: 1235659736, f_measure: 0.9148, kappa: 0.8161, kb_relative_information_score: -1.0344, mean_absolute_error: 0.2681, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.925, predictive_accuracy: 0.9167, prior_entropy: 1.3146, recall: 0.9167, relative_absolute_error: 1.1536, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.324, root_relative_squared_error: 0.9565, scimark_benchmark: 938.2568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9503, build_cpu_time: 0.339, build_memory: 1021467984, f_measure: 0.8773, kappa: 0.7372, kb_relative_information_score: -1.1218, mean_absolute_error: 0.2693, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.9002, predictive_accuracy: 0.875, prior_entropy: 1.3146, recall: 0.875, relative_absolute_error: 1.1588, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.9625, scimark_benchmark: 901.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9544, build_cpu_time: 0.872, build_memory: 1475205720, f_measure: 0.9148, kappa: 0.8161, kb_relative_information_score: -1.1947, mean_absolute_error: 0.2695, mean_prior_absolute_error: 0.2324, number_of_instances: 24, precision: 0.925, predictive_accuracy: 0.9167, prior_entropy: 1.3146, recall: 0.9167, relative_absolute_error: 1.1599, root_mean_prior_squared_error: 0.3388, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.9617, scimark_benchmark: 921.6213,

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