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OpenML
Task
Supervised Data Stream Classification on IMDB.drama

Supervised Data Stream Classification on IMDB.drama

Task 2268 Supervised Data Stream Classification IMDB.drama 325 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • binstreams ecmlpkdd2015 streamensembles streams study_11 study_16
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Jason 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5056, f_measure: 0.5403, kappa: 0.0079, kb_relative_information_score: 25681.9603, mean_absolute_error: 0.3941, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.544, predictive_accuracy: 0.6086, prior_entropy: 1, recall: 0.6086, relative_absolute_error: 0.7882, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6124, root_relative_squared_error: 1.2247,
Jason 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5074, f_measure: 0.4969, kb_relative_information_score: 8999.3844, mean_absolute_error: 0.4713, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.407, predictive_accuracy: 0.6379, prior_entropy: 1, recall: 0.6379, relative_absolute_error: 0.9427, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4829, root_relative_squared_error: 0.9658,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.504, f_measure: 0.5238, kappa: 0.0071, kb_relative_information_score: 3660.3608, mean_absolute_error: 0.4849, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5415, predictive_accuracy: 0.5152, prior_entropy: 1, recall: 0.5152, relative_absolute_error: 0.9697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6939, root_relative_squared_error: 1.3877,
Jason 10 years ago
ran flow moa.LeveragingBag_FIMTDD(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4969, kb_relative_information_score: 33361, mean_absolute_error: 0.3621, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.407, predictive_accuracy: 0.6379, prior_entropy: 1, recall: 0.6379, relative_absolute_error: 0.7241, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6017, root_relative_squared_error: 1.2034,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5114, f_measure: 0.5436, kappa: 0.022, kb_relative_information_score: 9651.9319, mean_absolute_error: 0.4601, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5483, predictive_accuracy: 0.54, prior_entropy: 1, recall: 0.54, relative_absolute_error: 0.9202, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6773, root_relative_squared_error: 1.3546,
Jason 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5061, f_measure: 0.4989, kappa: 0.0016, kb_relative_information_score: 33290.7643, mean_absolute_error: 0.3624, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5875, predictive_accuracy: 0.6379, prior_entropy: 1, recall: 0.6379, relative_absolute_error: 0.7248, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5987, root_relative_squared_error: 1.1974,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5553, f_measure: 0.5767, kappa: 0.0699, kb_relative_information_score: 17109.1269, mean_absolute_error: 0.4312, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5711, predictive_accuracy: 0.5873, prior_entropy: 1, recall: 0.5873, relative_absolute_error: 0.8624, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5591, root_relative_squared_error: 1.1182,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5073, f_measure: 0.5409, kappa: 0.0145, kb_relative_information_score: 9141, mean_absolute_error: 0.4622, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5448, predictive_accuracy: 0.5378, prior_entropy: 1, recall: 0.5378, relative_absolute_error: 0.9244, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6799, root_relative_squared_error: 1.3597,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5195, f_measure: 0.5429, kappa: 0.0143, kb_relative_information_score: 12758.5087, mean_absolute_error: 0.457, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5489, predictive_accuracy: 0.6117, prior_entropy: 1, recall: 0.6117, relative_absolute_error: 0.914, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5098, root_relative_squared_error: 1.0196,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5234, f_measure: 0.504, kappa: 0.0007, kb_relative_information_score: 12180.4143, mean_absolute_error: 0.4594, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5417, predictive_accuracy: 0.6345, prior_entropy: 1, recall: 0.6345, relative_absolute_error: 0.9187, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4837, root_relative_squared_error: 0.9674,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5131, f_measure: 0.5472, kappa: 0.0225, kb_relative_information_score: 10282.7817, mean_absolute_error: 0.4589, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5485, predictive_accuracy: 0.5461, prior_entropy: 1, recall: 0.5461, relative_absolute_error: 0.9178, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6017, root_relative_squared_error: 1.2033,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5016, f_measure: 0.5126, kappa: 0.004, kb_relative_information_score: 31777, mean_absolute_error: 0.3686, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5477, predictive_accuracy: 0.6314, prior_entropy: 1, recall: 0.6314, relative_absolute_error: 0.7372, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6071, root_relative_squared_error: 1.2143,
Jason 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9999, kappa: 0.9997, kb_relative_information_score: 119384.133, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.9999, predictive_accuracy: 0.9999, prior_entropy: 1, recall: 0.9999, relative_absolute_error: 0.0172, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0172, root_relative_squared_error: 0.0345,
Jason 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.52, f_measure: 0.5646, kappa: 0.0428, kb_relative_information_score: 25424.9871, mean_absolute_error: 0.3949, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5624, predictive_accuracy: 0.605, prior_entropy: 1, recall: 0.605, relative_absolute_error: 0.7897, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6256, root_relative_squared_error: 1.2511,
Jason 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5027, f_measure: 0.5107, kappa: 0.0092, kb_relative_information_score: 15863.9504, mean_absolute_error: 0.4459, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5716, predictive_accuracy: 0.6361, prior_entropy: 1, recall: 0.6361, relative_absolute_error: 0.8918, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4851, root_relative_squared_error: 0.9702,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5094, f_measure: 0.5297, kappa: 0.0131, kb_relative_information_score: 18240.1683, mean_absolute_error: 0.4305, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5538, predictive_accuracy: 0.6252, prior_entropy: 1, recall: 0.6252, relative_absolute_error: 0.8609, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5523, root_relative_squared_error: 1.1047,
Jason 10 years ago
ran flow moa.ORTO(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4969, kb_relative_information_score: 33361, mean_absolute_error: 0.3621, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.407, predictive_accuracy: 0.6379, prior_entropy: 1, recall: 0.6379, relative_absolute_error: 0.7241, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6017, root_relative_squared_error: 1.2034,
Jason 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5028, f_measure: 0.5529, kappa: 0.0137, kb_relative_information_score: 11927.765, mean_absolute_error: 0.4549, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5448, predictive_accuracy: 0.5719, prior_entropy: 1, recall: 0.5719, relative_absolute_error: 0.9097, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5871, root_relative_squared_error: 1.1741,
Jason 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5019, f_measure: 0.4622, kappa: 0.0057, kb_relative_information_score: -4867.1865, mean_absolute_error: 0.5174, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5417, predictive_accuracy: 0.4632, prior_entropy: 1, recall: 0.4632, relative_absolute_error: 1.0349, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6002, root_relative_squared_error: 1.2004,
Jason 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.4969, kb_relative_information_score: 32975, mean_absolute_error: 0.3636, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.407, predictive_accuracy: 0.6379, prior_entropy: 1, ram_hours: 0, recall: 0.6379, relative_absolute_error: 0.7273, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6013, root_relative_squared_error: 1.2026, run_cpu_time: 5.2489,
Jason 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5223, f_measure: 0.5674, kappa: 0.0467, kb_relative_information_score: 24686.6061, mean_absolute_error: 0.3979, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5634, predictive_accuracy: 0.602, prior_entropy: 1, ram_hours: 0, recall: 0.602, relative_absolute_error: 0.7958, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6281, root_relative_squared_error: 1.2562, run_cpu_time: 30.1512,
Jason 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5216, f_measure: 0.549, kappa: 0.018, kb_relative_information_score: 12510.7661, mean_absolute_error: 0.4555, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.55, predictive_accuracy: 0.606, prior_entropy: 1, ram_hours: 0.0156, recall: 0.606, relative_absolute_error: 0.911, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4962, root_relative_squared_error: 0.9923, run_cpu_time: 63002.339,
Jason 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5081, f_measure: 0.5143, kappa: 0.0078, kb_relative_information_score: 18554.5999, mean_absolute_error: 0.4297, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5572, predictive_accuracy: 0.6329, prior_entropy: 1, ram_hours: 0.0004, recall: 0.6329, relative_absolute_error: 0.8594, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5351, root_relative_squared_error: 1.0703, run_cpu_time: 56.7426,
Jason 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4969, kb_relative_information_score: 33361, mean_absolute_error: 0.3621, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.407, predictive_accuracy: 0.6379, prior_entropy: 1, ram_hours: 0, recall: 0.6379, relative_absolute_error: 0.7241, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6017, root_relative_squared_error: 1.2034, run_cpu_time: 3.0101,
Jason 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5038, f_measure: 0.548, kappa: 0.0092, kb_relative_information_score: 13243, mean_absolute_error: 0.4452, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5423, predictive_accuracy: 0.5564, prior_entropy: 1, ram_hours: 0, recall: 0.5564, relative_absolute_error: 0.8905, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6657, root_relative_squared_error: 1.3314, run_cpu_time: 6.4405,
Jason 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.4969, kb_relative_information_score: 15507.7468, mean_absolute_error: 0.4475, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.407, predictive_accuracy: 0.6379, prior_entropy: 1, ram_hours: 0, recall: 0.6379, relative_absolute_error: 0.8949, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.484, root_relative_squared_error: 0.968, run_cpu_time: 7.1254,
Jason 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5139, f_measure: 0.5065, kappa: 0.0033, kb_relative_information_score: 18530.2021, mean_absolute_error: 0.4305, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5523, predictive_accuracy: 0.6348, prior_entropy: 1, ram_hours: 0.0002, recall: 0.6348, relative_absolute_error: 0.861, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5241, root_relative_squared_error: 1.0482, run_cpu_time: 184.0573,
Jason 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4969, kb_relative_information_score: 33361, mean_absolute_error: 0.3621, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.407, predictive_accuracy: 0.6379, prior_entropy: 1, ram_hours: 0.0015, recall: 0.6379, relative_absolute_error: 0.7241, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6017, root_relative_squared_error: 1.2034, run_cpu_time: 91.7003,
Jason 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5081, f_measure: 0.5143, kappa: 0.0078, kb_relative_information_score: 18554.5999, mean_absolute_error: 0.4297, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5572, predictive_accuracy: 0.6329, prior_entropy: 1, ram_hours: 0.0005, recall: 0.6329, relative_absolute_error: 0.8594, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5351, root_relative_squared_error: 1.0703, run_cpu_time: 74.2473,
Jason 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4963, f_measure: 0.5441, kappa: -0.0033, kb_relative_information_score: 9268.1678, mean_absolute_error: 0.4684, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5362, predictive_accuracy: 0.5839, prior_entropy: 1, ram_hours: 0.0448, recall: 0.5839, relative_absolute_error: 0.9368, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5799, root_relative_squared_error: 1.1597, run_cpu_time: 740.4348,
Jason 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4963, f_measure: 0.5441, kappa: -0.0033, kb_relative_information_score: 9268.1678, mean_absolute_error: 0.4684, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5362, predictive_accuracy: 0.5839, prior_entropy: 1, ram_hours: 0.0448, recall: 0.5839, relative_absolute_error: 0.9368, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5799, root_relative_squared_error: 1.1597, run_cpu_time: 740.3066,
Jason 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.489, f_measure: 0.5426, kappa: -0.0092, kb_relative_information_score: 7323.5299, mean_absolute_error: 0.4749, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5336, predictive_accuracy: 0.5631, prior_entropy: 1, ram_hours: 0.0013, recall: 0.5631, relative_absolute_error: 0.9499, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.608, root_relative_squared_error: 1.2159, run_cpu_time: 927.6699,
Jason 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5202, f_measure: 0.5477, kappa: 0.016, kb_relative_information_score: 12159.689, mean_absolute_error: 0.4567, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5487, predictive_accuracy: 0.6058, prior_entropy: 1, ram_hours: 0.0006, recall: 0.6058, relative_absolute_error: 0.9135, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9982, run_cpu_time: 4452.5825,
Jason 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4969, kb_relative_information_score: 33361, mean_absolute_error: 0.3621, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.407, predictive_accuracy: 0.6379, prior_entropy: 1, ram_hours: 0, recall: 0.6379, relative_absolute_error: 0.7241, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6017, root_relative_squared_error: 1.2034, run_cpu_time: 16.5131,
Jason 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5202, f_measure: 0.5477, kappa: 0.016, kb_relative_information_score: 12159.689, mean_absolute_error: 0.4567, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5487, predictive_accuracy: 0.6058, prior_entropy: 1, ram_hours: 0.0006, recall: 0.6058, relative_absolute_error: 0.9135, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9982, run_cpu_time: 4306.1961,
Jason 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.5456, kappa: 0.0027, kb_relative_information_score: 9517.2454, mean_absolute_error: 0.4623, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5393, predictive_accuracy: 0.5553, prior_entropy: 1, ram_hours: 0.0529, recall: 0.5553, relative_absolute_error: 0.9246, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.59, root_relative_squared_error: 1.18, run_cpu_time: 866.7612,
Jason 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5301, f_measure: 0.5712, kappa: 0.0617, kb_relative_information_score: 18751, mean_absolute_error: 0.4225, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5668, predictive_accuracy: 0.5775, prior_entropy: 1, ram_hours: 0, recall: 0.5775, relative_absolute_error: 0.8449, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.65, root_relative_squared_error: 1.2999, run_cpu_time: 2.2305,
Jason 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9625, kappa: 0.918, kb_relative_information_score: 109260.1949, mean_absolute_error: 0.0499, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.965, predictive_accuracy: 0.963, prior_entropy: 1, ram_hours: 0, recall: 0.963, relative_absolute_error: 0.0999, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.3175, run_cpu_time: 41.6892,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5173, f_measure: 0.5578, kappa: 0.0257, kb_relative_information_score: 14816.7475, mean_absolute_error: 0.441, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5504, predictive_accuracy: 0.5731, prior_entropy: 1, ram_hours: 0, recall: 0.5731, relative_absolute_error: 0.882, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5729, root_relative_squared_error: 1.1458, run_cpu_time: 80.6074,
Jason 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5028, f_measure: 0.5529, kappa: 0.0137, kb_relative_information_score: 11927.765, mean_absolute_error: 0.4549, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5448, predictive_accuracy: 0.5719, prior_entropy: 1, ram_hours: 0, recall: 0.5719, relative_absolute_error: 0.9097, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5871, root_relative_squared_error: 1.1741, run_cpu_time: 12.5807,
Jason 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5072, f_measure: 0.4969, kb_relative_information_score: 12572.2598, mean_absolute_error: 0.4588, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.407, predictive_accuracy: 0.6379, prior_entropy: 1, ram_hours: 0, recall: 0.6379, relative_absolute_error: 0.9175, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4806, root_relative_squared_error: 0.9612, run_cpu_time: 1.194,
Jason 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5184, f_measure: 0.5158, kappa: 0.0051, kb_relative_information_score: 14167.9377, mean_absolute_error: 0.4502, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5484, predictive_accuracy: 0.63, prior_entropy: 1, ram_hours: 0, recall: 0.63, relative_absolute_error: 0.9003, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5056, root_relative_squared_error: 1.0112, run_cpu_time: 5.147,
Jason 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5513, f_measure: 0.5854, kappa: 0.1025, kb_relative_information_score: 20655, mean_absolute_error: 0.4146, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5854, predictive_accuracy: 0.5854, prior_entropy: 1, ram_hours: 0, recall: 0.5854, relative_absolute_error: 0.8292, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6439, root_relative_squared_error: 1.2878, run_cpu_time: 1.0896,
Jason 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5027, f_measure: 0.5107, kappa: 0.0092, kb_relative_information_score: 32535, mean_absolute_error: 0.3655, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5716, predictive_accuracy: 0.6361, prior_entropy: 1, ram_hours: 0, recall: 0.6361, relative_absolute_error: 0.7309, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6028, root_relative_squared_error: 1.2057, run_cpu_time: 2.0302,
Jason 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5028, f_measure: 0.55, kappa: 0.0084, kb_relative_information_score: 8319.0826, mean_absolute_error: 0.4706, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5421, predictive_accuracy: 0.566, prior_entropy: 1, ram_hours: 0.0074, recall: 0.566, relative_absolute_error: 0.9411, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.594, root_relative_squared_error: 1.188, run_cpu_time: 1610.2121,

    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

    Given a dataset with a nominal target, various data samples of increasing size are defined. A model is build for each individual data sample; from this a learning curve can be drawn.

    Given inputs

    estimation_procedure Interleaved Test then Train
    source_data IMDB.drama (1)
    target_feature Drama

    Expected outputs

    evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
    predictions The desired output format Predictions (optional)

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