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OpenML
Task
Supervised Data Stream Classification on Agrawal1

Supervised Data Stream Classification on Agrawal1

Task 7309 Supervised Data Stream Classification Agrawal1 311 runs submitted
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  • binstreams ecmlpkdd2015 streamensembles streams study_11 study_16
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Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5402, kb_relative_information_score: 344090, mean_absolute_error: 0.328, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4516, predictive_accuracy: 0.672, prior_entropy: 1, recall: 0.672, relative_absolute_error: 0.6559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5727, root_relative_squared_error: 1.1453,
Jason 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.5402, kb_relative_information_score: 37690.7493, mean_absolute_error: 0.4862, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4516, predictive_accuracy: 0.672, prior_entropy: 1, recall: 0.672, relative_absolute_error: 0.9725, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4884, root_relative_squared_error: 0.9768,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6304, f_measure: 0.6321, kappa: 0.1554, kb_relative_information_score: 178596.8005, mean_absolute_error: 0.4185, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6281, predictive_accuracy: 0.6375, prior_entropy: 1, recall: 0.6375, relative_absolute_error: 0.8369, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4819, root_relative_squared_error: 0.9637,
Jason 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5591, kappa: -0.0001, kb_relative_information_score: 118243.9981, mean_absolute_error: 0.4409, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5592, predictive_accuracy: 0.5591, prior_entropy: 1, recall: 0.5591, relative_absolute_error: 0.8818, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.664, root_relative_squared_error: 1.328,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5425, kappa: 0.0001, kb_relative_information_score: 340510, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5601, predictive_accuracy: 0.6703, prior_entropy: 1, recall: 0.6703, relative_absolute_error: 0.6595, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5742, root_relative_squared_error: 1.1485,
Jason 10 years ago
ran flow moa.ORTO(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5402, kb_relative_information_score: 344090, mean_absolute_error: 0.328, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4516, predictive_accuracy: 0.672, prior_entropy: 1, recall: 0.672, relative_absolute_error: 0.6559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5727, root_relative_squared_error: 1.1453,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7822, f_measure: 0.5402, kb_relative_information_score: 318324.3762, mean_absolute_error: 0.3462, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4516, predictive_accuracy: 0.672, prior_entropy: 1, recall: 0.672, relative_absolute_error: 0.6924, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4077, root_relative_squared_error: 0.8153,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.9504, kappa: 0.8873, kb_relative_information_score: 900101.3106, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9503, predictive_accuracy: 0.9504, prior_entropy: 1, recall: 0.9504, relative_absolute_error: 0.1001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2189, root_relative_squared_error: 0.4379,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9481, kappa: 0.882, kb_relative_information_score: 860805.8362, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.948, predictive_accuracy: 0.9482, prior_entropy: 1, recall: 0.9482, relative_absolute_error: 0.1494, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.188, root_relative_squared_error: 0.3759,
Jason 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8513, f_measure: 0.804, kappa: 0.5585, kb_relative_information_score: 531310.059, mean_absolute_error: 0.2421, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8058, predictive_accuracy: 0.8028, prior_entropy: 1, recall: 0.8028, relative_absolute_error: 0.4843, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.379, root_relative_squared_error: 0.7581,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9492, kappa: 0.8848, kb_relative_information_score: 868139.876, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1387, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.3774,
Jason 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.8348, kappa: 0.6168, kb_relative_information_score: 698807.5022, mean_absolute_error: 0.1503, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8397, predictive_accuracy: 0.8407, prior_entropy: 1, recall: 0.8407, relative_absolute_error: 0.3005, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2977, root_relative_squared_error: 0.5954,
Jason 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.5576, kappa: 0.0003, kb_relative_information_score: 309474, mean_absolute_error: 0.3453, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5596, predictive_accuracy: 0.6549, prior_entropy: 1, recall: 0.6549, relative_absolute_error: 0.6905, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5874, root_relative_squared_error: 1.1748,
Jason 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5402, kb_relative_information_score: 343758, mean_absolute_error: 0.3281, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4516, predictive_accuracy: 0.672, prior_entropy: 1, recall: 0.672, relative_absolute_error: 0.6562, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5726, root_relative_squared_error: 1.1452,
Jason 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.8423, kappa: 0.631, kb_relative_information_score: 614338.2865, mean_absolute_error: 0.2008, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8724, predictive_accuracy: 0.8541, prior_entropy: 1, recall: 0.8541, relative_absolute_error: 0.4017, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3085, root_relative_squared_error: 0.6171,
Jason 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.944, f_measure: 0.9504, kappa: 0.8875, kb_relative_information_score: 900490, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9504, predictive_accuracy: 0.9504, prior_entropy: 1, recall: 0.9504, relative_absolute_error: 0.0995, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2225, root_relative_squared_error: 0.445,
Jason 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9718, f_measure: 0.9473, kappa: 0.8796, kb_relative_information_score: 851418.0762, mean_absolute_error: 0.0806, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9475, predictive_accuracy: 0.9476, prior_entropy: 1, recall: 0.9476, relative_absolute_error: 0.1612, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.4179,
Jason 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, f_measure: 0.5402, kappa: 0, kb_relative_information_score: 147157.2009, mean_absolute_error: 0.4406, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5746, predictive_accuracy: 0.672, prior_entropy: 1, recall: 0.672, relative_absolute_error: 0.8813, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4695, root_relative_squared_error: 0.9389,
Jason 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.5596, kappa: 0.001, kb_relative_information_score: 119254, mean_absolute_error: 0.4404, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5596, predictive_accuracy: 0.5596, prior_entropy: 1, recall: 0.5596, relative_absolute_error: 0.8807, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6636, root_relative_squared_error: 1.3272,
Jason 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7826, f_measure: 0.7037, kappa: 0.3085, kb_relative_information_score: 359540.1864, mean_absolute_error: 0.3291, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7389, predictive_accuracy: 0.7394, prior_entropy: 1, recall: 0.7394, relative_absolute_error: 0.6581, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4101, root_relative_squared_error: 0.8203,
Jason 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9466, kappa: 0.8794, kb_relative_information_score: 848543.1246, mean_absolute_error: 0.0819, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.947, predictive_accuracy: 0.9465, prior_entropy: 1, recall: 0.9465, relative_absolute_error: 0.1638, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.4171,
Jason 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9492, kappa: 0.8848, kb_relative_information_score: 868412.1308, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1384, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.3782,
Jason 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5494, f_measure: 0.5935, kappa: 0.0501, kb_relative_information_score: 122075.822, mean_absolute_error: 0.4473, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5872, predictive_accuracy: 0.6386, prior_entropy: 1, recall: 0.6386, relative_absolute_error: 0.8946, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4852, root_relative_squared_error: 0.9704,
Jason 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9496, kappa: 0.8858, kb_relative_information_score: 859504.0981, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9497, predictive_accuracy: 0.9495, prior_entropy: 1, recall: 0.9495, relative_absolute_error: 0.1506, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1869, root_relative_squared_error: 0.3738,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9487, kappa: 0.8839, kb_relative_information_score: 857919.4842, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9488, predictive_accuracy: 0.9487, prior_entropy: 1, recall: 0.9487, relative_absolute_error: 0.1529, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1872, root_relative_squared_error: 0.3744,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... AClassifier_VotedPerceptron(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.541, kappa: -0.0001, kb_relative_information_score: 342848.314, mean_absolute_error: 0.3286, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5574, predictive_accuracy: 0.6714, prior_entropy: 1, recall: 0.6714, relative_absolute_error: 0.6572, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5732, root_relative_squared_error: 1.1464,
Jason 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.8769, kappa: 0.7124, kb_relative_information_score: 619842.3774, mean_absolute_error: 0.2004, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9015, predictive_accuracy: 0.8846, prior_entropy: 1, recall: 0.8846, relative_absolute_error: 0.4007, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2988, root_relative_squared_error: 0.5976,
Jason 10 years ago
ran flow moa.LeveragingBag_DecisionStump(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.709, f_measure: 0.5402, kappa: 0, kb_relative_information_score: 296408.7748, mean_absolute_error: 0.354, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5746, predictive_accuracy: 0.672, prior_entropy: 1, recall: 0.672, relative_absolute_error: 0.708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4255, root_relative_squared_error: 0.851,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.5539, kappa: -0.003, kb_relative_information_score: 141545.755, mean_absolute_error: 0.4409, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5548, predictive_accuracy: 0.6566, prior_entropy: 1, recall: 0.6566, relative_absolute_error: 0.8818, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4789, root_relative_squared_error: 0.9577,
Jason 10 years ago
ran flow moa.LeveragingBag_FIMTDD(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5402, kb_relative_information_score: 344090, mean_absolute_error: 0.328, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4516, predictive_accuracy: 0.672, prior_entropy: 1, recall: 0.672, relative_absolute_error: 0.6559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5727, root_relative_squared_error: 1.1453,
Jason 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.5627, kappa: 0.0006, kb_relative_information_score: 119812.0534, mean_absolute_error: 0.4405, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5595, predictive_accuracy: 0.5664, prior_entropy: 1, recall: 0.5664, relative_absolute_error: 0.8811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6212, root_relative_squared_error: 1.2424,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.5596, kappa: 0.001, kb_relative_information_score: 119280.5109, mean_absolute_error: 0.4404, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5596, predictive_accuracy: 0.5596, prior_entropy: 1, recall: 0.5596, relative_absolute_error: 0.8807, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6628, root_relative_squared_error: 1.3257,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9493, kappa: 0.8852, kb_relative_information_score: 855175.1181, mean_absolute_error: 0.0793, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9494, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1587, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1933, root_relative_squared_error: 0.3866,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9497, kappa: 0.8859, kb_relative_information_score: 860952.4037, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9497, predictive_accuracy: 0.9497, prior_entropy: 1, recall: 0.9497, relative_absolute_error: 0.1514, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1925, root_relative_squared_error: 0.3851,
Jason 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5402, kb_relative_information_score: 391, mean_absolute_error: 0.4998, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4516, predictive_accuracy: 0.672, prior_entropy: 1, recall: 0.672, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0002,
Jason 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.9131, kappa: 0.8024, kb_relative_information_score: 584295.674, mean_absolute_error: 0.2314, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9134, prior_entropy: 1, recall: 0.9134, relative_absolute_error: 0.4627, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2898, root_relative_squared_error: 0.5797,
Jason 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.944, f_measure: 0.9504, kappa: 0.8875, kb_relative_information_score: 847935.36, mean_absolute_error: 0.0852, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9504, predictive_accuracy: 0.9504, prior_entropy: 1, recall: 0.9504, relative_absolute_error: 0.1704, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2165, root_relative_squared_error: 0.433,
Jason 10 years ago
ran flow moa.DecisionStump(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7069, f_measure: 0.5402, kappa: 0, kb_relative_information_score: 296050.4312, mean_absolute_error: 0.3541, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5746, predictive_accuracy: 0.672, prior_entropy: 1, recall: 0.672, relative_absolute_error: 0.7082, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4257, root_relative_squared_error: 0.8515,
Jason 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9488, f_measure: 0.9451, kappa: 0.8753, kb_relative_information_score: 830375.2006, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.945, predictive_accuracy: 0.9451, prior_entropy: 1, recall: 0.9451, relative_absolute_error: 0.19, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.4527,
Jason 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.5596, kappa: 0.001, kb_relative_information_score: 119254, mean_absolute_error: 0.4404, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5596, predictive_accuracy: 0.5596, prior_entropy: 1, recall: 0.5596, relative_absolute_error: 0.8807, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6636, root_relative_squared_error: 1.3272,
Jason 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5402, kb_relative_information_score: 344090, mean_absolute_error: 0.328, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4516, predictive_accuracy: 0.672, prior_entropy: 1, recall: 0.672, relative_absolute_error: 0.6559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5727, root_relative_squared_error: 1.1453,
Jason 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9307, kappa: 0.8435, kb_relative_information_score: 729897.3009, mean_absolute_error: 0.1475, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9312, predictive_accuracy: 0.9304, prior_entropy: 1, recall: 0.9304, relative_absolute_error: 0.295, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2359, root_relative_squared_error: 0.4719,
Jason 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9497, kappa: 0.886, kb_relative_information_score: 859856.8539, mean_absolute_error: 0.075, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9498, predictive_accuracy: 0.9496, prior_entropy: 1, recall: 0.9496, relative_absolute_error: 0.1501, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1867, root_relative_squared_error: 0.3734,
Jason 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9476, kappa: 0.8815, kb_relative_information_score: 850477.7049, mean_absolute_error: 0.0806, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.948, predictive_accuracy: 0.9473, prior_entropy: 1, recall: 0.9473, relative_absolute_error: 0.1611, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1913, root_relative_squared_error: 0.3825,
Jason 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5497, f_measure: 0.5931, kappa: 0.0501, kb_relative_information_score: 122045.4993, mean_absolute_error: 0.4473, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5882, predictive_accuracy: 0.6415, prior_entropy: 1, recall: 0.6415, relative_absolute_error: 0.8945, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4853, root_relative_squared_error: 0.9707,
Jason 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9492, kappa: 0.8848, kb_relative_information_score: 868412.1308, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1384, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.3782,
Jason 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.5596, kappa: 0.0009, kb_relative_information_score: 119100, mean_absolute_error: 0.4405, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5596, predictive_accuracy: 0.5596, prior_entropy: 1, recall: 0.5596, relative_absolute_error: 0.8809, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6637, root_relative_squared_error: 1.3273,
Jason 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.8776, kappa: 0.714, kb_relative_information_score: 619984.7427, mean_absolute_error: 0.2003, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9019, predictive_accuracy: 0.8852, prior_entropy: 1, recall: 0.8852, relative_absolute_error: 0.4006, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2987, root_relative_squared_error: 0.5974,

    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 Agrawal1 (1)
    target_feature class

    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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