DEVELOPMENT... OpenML
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Felicia West 10 years ago
ran flow weka.Bagging_J48(2) on task Supervised Classification on data set tr31.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, build_cpu_time: 587.7431, build_memory: 747715863.9085, f_measure: 0.9526, kappa: 0.9382, kb_relative_information_score: 8464.5595, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.2145, number_of_instances: 9270, precision: 0.952, predictive_accuracy: 0.9538, prior_entropy: 2.2393, recall: 0.9538, relative_absolute_error: 0.1083, root_mean_prior_squared_error: 0.3273, root_mean_squared_error: 0.0995, root_relative_squared_error: 0.3041, scimark_benchmark: 892.8519,
Jason 10 years ago
ran flow weka.J48(28) on task Supervised Classification on data set tr31.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.9301, kappa: 0.9077, kb_relative_information_score: 8317.4298, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.2145, number_of_instances: 9270, precision: 0.9295, predictive_accuracy: 0.9309, prior_entropy: 2.2393, recall: 0.9309, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.3273, root_mean_squared_error: 0.1355, root_relative_squared_error: 0.4141, scimark_benchmark: 1380.2233, usercpu_time_millis: 30310, usercpu_time_millis_training: 30310,
Jason 10 years ago
ran flow weka.ZeroR(8) on task Supervised Classification on data set tr31.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4924, f_measure: 0.209, kb_relative_information_score: 3.7825, mean_absolute_error: 0.2145, mean_prior_absolute_error: 0.2145, number_of_instances: 9270, precision: 0.1442, predictive_accuracy: 0.3797, prior_entropy: 2.2393, recall: 0.3797, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3273, root_mean_squared_error: 0.3273, root_relative_squared_error: 1, scimark_benchmark: 1380.2233,
Jason 10 years ago
ran flow weka.Ridor(3) on task Supervised Classification on data set tr31.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9495, f_measure: 0.9237, kappa: 0.8995, kb_relative_information_score: 8239.2639, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.2145, number_of_instances: 9270, precision: 0.9233, predictive_accuracy: 0.925, prior_entropy: 2.2393, recall: 0.925, relative_absolute_error: 0.0999, root_mean_prior_squared_error: 0.3273, root_mean_squared_error: 0.1464, root_relative_squared_error: 0.4472, scimark_benchmark: 1605.6303, usercpu_time_millis: 225980, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 225970,
Jason 10 years ago
ran flow weka.OneR(17) on task Supervised Classification on data set tr31.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7265, f_measure: 0.4877, kappa: 0.4226, kb_relative_information_score: 3702.0534, mean_absolute_error: 0.1159, mean_prior_absolute_error: 0.2145, number_of_instances: 9270, precision: 0.4419, predictive_accuracy: 0.5944, prior_entropy: 2.2393, recall: 0.5944, relative_absolute_error: 0.5403, root_mean_prior_squared_error: 0.3273, root_mean_squared_error: 0.3404, root_relative_squared_error: 1.0401, scimark_benchmark: 1466.6185, usercpu_time_millis: 2470, usercpu_time_millis_training: 2470,
Jason 10 years ago
ran flow weka.PART(3) on task Supervised Classification on data set tr31.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9605, f_measure: 0.9314, kappa: 0.9103, kb_relative_information_score: 8278.7428, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.2145, number_of_instances: 9270, precision: 0.9307, predictive_accuracy: 0.9329, prior_entropy: 2.2393, recall: 0.9329, relative_absolute_error: 0.0951, root_mean_prior_squared_error: 0.3273, root_mean_squared_error: 0.1373, root_relative_squared_error: 0.4194, scimark_benchmark: 1418.5826, usercpu_time_millis: 63330, usercpu_time_millis_training: 63330,
Felicia West 10 years ago
ran flow weka.SimpleCart(3) on task Supervised Classification on data set tr31.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.9324, kappa: 0.911, kb_relative_information_score: 8248.0521, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.2145, number_of_instances: 9270, precision: 0.9319, predictive_accuracy: 0.9335, prior_entropy: 2.2393, recall: 0.9335, relative_absolute_error: 0.1148, root_mean_prior_squared_error: 0.3273, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.396, scimark_benchmark: 1355.9413, usercpu_time_millis: 149980, usercpu_time_millis_training: 149980,
Felicia West 10 years ago
ran flow weka.REPTree(9) on task Supervised Classification on data set tr31.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9682, f_measure: 0.9122, kappa: 0.885, kb_relative_information_score: 7878.8115, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.2145, number_of_instances: 9270, precision: 0.9113, predictive_accuracy: 0.9142, prior_entropy: 2.2393, recall: 0.9142, relative_absolute_error: 0.1611, root_mean_prior_squared_error: 0.3273, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.4396, scimark_benchmark: 1315.3881, usercpu_time_millis: 18710, usercpu_time_millis_training: 18710,
Felicia West 10 years ago
ran flow weka.NNge(3) on task Supervised Classification on data set tr31.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9336, f_measure: 0.9077, kappa: 0.8782, kb_relative_information_score: 7966.4199, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.2145, number_of_instances: 9270, precision: 0.9154, predictive_accuracy: 0.9104, prior_entropy: 2.2393, recall: 0.9104, relative_absolute_error: 0.1194, root_mean_prior_squared_error: 0.3273, root_mean_squared_error: 0.16, root_relative_squared_error: 0.489, scimark_benchmark: 1330.7266, usercpu_time_millis: 189260, usercpu_time_millis_testing: 96430, usercpu_time_millis_training: 92830,
Felicia West 10 years ago
ran flow weka.RandomTree(10) on task Supervised Classification on data set tr31.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7649, f_measure: 0.6388, kappa: 0.5188, kb_relative_information_score: 4905.0519, mean_absolute_error: 0.1031, mean_prior_absolute_error: 0.2145, number_of_instances: 9270, precision: 0.6388, predictive_accuracy: 0.6391, prior_entropy: 2.2393, recall: 0.6391, relative_absolute_error: 0.4809, root_mean_prior_squared_error: 0.3273, root_mean_squared_error: 0.3211, root_relative_squared_error: 0.9812, scimark_benchmark: 1301.9956, usercpu_time_millis: 250, usercpu_time_millis_training: 250,
Felicia West 10 years ago
ran flow weka.LibLINEAR(1) on task Supervised Classification on data set tr31.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9809, kappa: 0.9761, kb_relative_information_score: 8934.698, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.2145, number_of_instances: 9270, precision: 0.9799, predictive_accuracy: 0.9821, prior_entropy: 2.2393, recall: 0.9821, relative_absolute_error: 0.0239, root_mean_prior_squared_error: 0.3273, root_mean_squared_error: 0.0715, root_relative_squared_error: 0.2185, scimark_benchmark: 1337.7959, usercpu_time_millis: 240, usercpu_time_millis_training: 240,
Felicia West 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set tr31.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9221, kappa: 0.9002, kb_relative_information_score: 5847.317, mean_absolute_error: 0.1104, mean_prior_absolute_error: 0.2145, number_of_instances: 9270, precision: 0.9291, predictive_accuracy: 0.9266, prior_entropy: 2.2393, recall: 0.9266, relative_absolute_error: 0.5146, root_mean_prior_squared_error: 0.3273, root_mean_squared_error: 0.1877, root_relative_squared_error: 0.5735, scimark_benchmark: 1331.6907, usercpu_time_millis: 16870, usercpu_time_millis_testing: 360, usercpu_time_millis_training: 16510,
Felicia West 10 years ago
ran flow weka.SMO_PolyKernel(10) on task Supervised Classification on data set tr31.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.9082, kappa: 0.8793, kb_relative_information_score: 1842.4353, mean_absolute_error: 0.2063, mean_prior_absolute_error: 0.2145, number_of_instances: 9270, precision: 0.9079, predictive_accuracy: 0.91, prior_entropy: 2.2393, recall: 0.91, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.3273, root_mean_squared_error: 0.3047, root_relative_squared_error: 0.931, scimark_benchmark: 1301.9956, usercpu_time_millis: 2910, usercpu_time_millis_testing: 470, usercpu_time_millis_training: 2440,
Felicia West 10 years ago
ran flow weka.SimpleLogistic(3) on task Supervised Classification on data set tr31.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.982, kappa: 0.9772, kb_relative_information_score: 8959.8657, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.2145, number_of_instances: 9270, precision: 0.9814, predictive_accuracy: 0.983, prior_entropy: 2.2393, recall: 0.983, relative_absolute_error: 0.0244, root_mean_prior_squared_error: 0.3273, root_mean_squared_error: 0.064, root_relative_squared_error: 0.1955, scimark_benchmark: 1315.395, usercpu_time_millis: 308120, usercpu_time_millis_testing: 2450, usercpu_time_millis_training: 305670,
Felicia West 10 years ago
ran flow weka.SMO_RBFKernel(3) on task Supervised Classification on data set tr31.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8014, f_measure: 0.6234, kappa: 0.5317, kb_relative_information_score: 995.036, mean_absolute_error: 0.2142, mean_prior_absolute_error: 0.2145, number_of_instances: 9270, precision: 0.7099, predictive_accuracy: 0.6752, prior_entropy: 2.2393, recall: 0.6752, relative_absolute_error: 0.9986, root_mean_prior_squared_error: 0.3273, root_mean_squared_error: 0.3175, root_relative_squared_error: 0.97, scimark_benchmark: 915.6729, usercpu_time_millis: 24490, usercpu_time_millis_testing: 20000, usercpu_time_millis_training: 4490,
Felicia West 10 years ago
ran flow weka.IBk(4) on task Supervised Classification on data set tr31.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8313, f_measure: 0.6338, kappa: 0.5235, kb_relative_information_score: 4462.2763, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.2145, number_of_instances: 9270, precision: 0.6506, predictive_accuracy: 0.6498, prior_entropy: 2.2393, recall: 0.6498, relative_absolute_error: 0.6005, root_mean_prior_squared_error: 0.3273, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.8476, scimark_benchmark: 934.4732, usercpu_time_millis: 9550, usercpu_time_millis_testing: 9550,