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OpenML
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Supervised Data Stream Classification on RandomRBF_0_0

Supervised Data Stream Classification on RandomRBF_0_0

Task 194 Supervised Data Stream Classification RandomRBF_0_0 279 runs submitted
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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 RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5752, f_measure: 0.1446, kappa: 0, kb_relative_information_score: 174015.9369, mean_absolute_error: 0.2974, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1584, predictive_accuracy: 0.2996, prior_entropy: 2.3219, recall: 0.2996, relative_absolute_error: 0.9292, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3962, root_relative_squared_error: 0.9904,
Jason 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5346, f_measure: 0.05, kappa: -0.0013, kb_relative_information_score: 113690.1649, mean_absolute_error: 0.3206, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0843, predictive_accuracy: 0.1659, prior_entropy: 2.3219, recall: 0.1659, relative_absolute_error: 1.0019, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4949, root_relative_squared_error: 1.2372,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7848, f_measure: 0.4977, kappa: 0.3664, kb_relative_information_score: 277484.0636, mean_absolute_error: 0.2742, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4828, predictive_accuracy: 0.5225, prior_entropy: 2.3219, recall: 0.5225, relative_absolute_error: 0.8569, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3635, root_relative_squared_error: 0.9088,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... AClassifier_VotedPerceptron(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9639, f_measure: 0.8345, kappa: 0.7851, kb_relative_information_score: 737823.5256, mean_absolute_error: 0.1095, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8359, predictive_accuracy: 0.8347, prior_entropy: 2.3219, recall: 0.8347, relative_absolute_error: 0.3422, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2198, root_relative_squared_error: 0.5495,
Jason 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7806, f_measure: 0.498, kappa: 0.3559, kb_relative_information_score: 322039.8135, mean_absolute_error: 0.2577, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5127, predictive_accuracy: 0.5131, prior_entropy: 2.3219, recall: 0.5131, relative_absolute_error: 0.8053, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3587, root_relative_squared_error: 0.8967,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7309, f_measure: 0.4429, kappa: 0.2941, kb_relative_information_score: 273309.2606, mean_absolute_error: 0.2708, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4288, predictive_accuracy: 0.4685, prior_entropy: 2.3219, recall: 0.4685, relative_absolute_error: 0.8462, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3701, root_relative_squared_error: 0.9253,
Jason 10 years ago
ran flow moa.LeveragingBag_FIMTDD(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591,
Jason 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0474, kb_relative_information_score: 50727.1726, mean_absolute_error: 0.3335, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0277, predictive_accuracy: 0.1663, prior_entropy: 2.3219, recall: 0.1663, relative_absolute_error: 1.0421, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5775, root_relative_squared_error: 1.4437,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5147, f_measure: 0.1252, kappa: 0.0173, kb_relative_information_score: 97394.5976, mean_absolute_error: 0.3197, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1148, predictive_accuracy: 0.2014, prior_entropy: 2.3219, recall: 0.2014, relative_absolute_error: 0.9991, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.545, root_relative_squared_error: 1.3625,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.8597, kappa: 0.8185, kb_relative_information_score: 760008.5099, mean_absolute_error: 0.1003, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8602, predictive_accuracy: 0.86, prior_entropy: 2.3219, recall: 0.86, relative_absolute_error: 0.3133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.5163,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6191, f_measure: 0.294, kappa: 0.1319, kb_relative_information_score: 161150.3246, mean_absolute_error: 0.2973, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3774, predictive_accuracy: 0.3791, prior_entropy: 2.3219, recall: 0.3791, relative_absolute_error: 0.9291, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3855, root_relative_squared_error: 0.9638,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6326, f_measure: 0.3549, kappa: 0.164, kb_relative_information_score: 275325.2524, mean_absolute_error: 0.2544, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3514, predictive_accuracy: 0.3629, prior_entropy: 2.3219, recall: 0.3629, relative_absolute_error: 0.7951, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4946, root_relative_squared_error: 1.2364,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.8551, kappa: 0.8126, kb_relative_information_score: 730282.093, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8554, predictive_accuracy: 0.8555, prior_entropy: 2.3219, recall: 0.8555, relative_absolute_error: 0.3607, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.5311,
Jason 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6496, f_measure: 0.5252, kappa: 0.3745, kb_relative_information_score: 419693.7066, mean_absolute_error: 0.2203, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5803, predictive_accuracy: 0.5284, prior_entropy: 2.3219, recall: 0.5284, relative_absolute_error: 0.6884, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3904, root_relative_squared_error: 0.9759,
Jason 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.83, f_measure: 0.6954, kappa: 0.5996, kb_relative_information_score: 587947.142, mean_absolute_error: 0.1575, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7196, predictive_accuracy: 0.6954, prior_entropy: 2.3219, recall: 0.6954, relative_absolute_error: 0.4923, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3157, root_relative_squared_error: 0.7892,
Jason 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7806, f_measure: 0.4971, kappa: 0.3549, kb_relative_information_score: 321865.7328, mean_absolute_error: 0.2577, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5119, predictive_accuracy: 0.5122, prior_entropy: 2.3219, recall: 0.5122, relative_absolute_error: 0.8054, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3587, root_relative_squared_error: 0.8967,
Jason 10 years ago
ran flow moa.DecisionStump(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5942, f_measure: 0.2562, kappa: 0.101, kb_relative_information_score: 145598.1742, mean_absolute_error: 0.3015, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2133, predictive_accuracy: 0.3616, prior_entropy: 2.3219, recall: 0.3616, relative_absolute_error: 0.9423, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3876, root_relative_squared_error: 0.969,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9467, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 776871.5792, mean_absolute_error: 0.0884, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8324, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2763, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.5653,
Jason 10 years ago
ran flow moa.ORTO(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591,
Jason 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8353, f_measure: 0.7309, kappa: 0.6518, kb_relative_information_score: 678887.1386, mean_absolute_error: 0.1178, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7314, predictive_accuracy: 0.7311, prior_entropy: 2.3219, recall: 0.7311, relative_absolute_error: 0.3682, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3133, root_relative_squared_error: 0.7832,
Mandy 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7805, f_measure: 0.497, kappa: 0.3547, kb_relative_information_score: 321830.6382, mean_absolute_error: 0.2577, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5117, predictive_accuracy: 0.5121, prior_entropy: 2.3219, recall: 0.5121, relative_absolute_error: 0.8055, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3587, root_relative_squared_error: 0.8969,
Jason 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0.0051, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591, run_cpu_time: 137.54,
Jason 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.876, kappa: 0.8392, kb_relative_information_score: 750810.7883, mean_absolute_error: 0.1105, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8764, predictive_accuracy: 0.8759, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.8759, relative_absolute_error: 0.3454, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2012, root_relative_squared_error: 0.5031, run_cpu_time: 146.14,
Jason 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7395, f_measure: 0.4569, kappa: 0.308, kb_relative_information_score: 262839.2755, mean_absolute_error: 0.2765, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4569, predictive_accuracy: 0.4839, prior_entropy: 2.3219, ram_hours: 0, recall: 0.4839, relative_absolute_error: 0.8642, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3684, root_relative_squared_error: 0.921, run_cpu_time: 8.91,
Jason 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.7093, kappa: 0.623, kb_relative_information_score: 595446.0015, mean_absolute_error: 0.1587, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7101, predictive_accuracy: 0.7101, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7101, relative_absolute_error: 0.4959, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2849, root_relative_squared_error: 0.7123, run_cpu_time: 17.07,
Jason 11 years ago
ran flow moa.RandomRules_AMRules(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0.1802, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591, run_cpu_time: 1480.59,
Jason 11 years ago
ran flow moa.RandomRules_AMRules(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0.1778, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591, run_cpu_time: 1454.27,
Jason 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.2271, kappa: 0.0004, kb_relative_information_score: 119943.2394, mean_absolute_error: 0.3092, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2271, predictive_accuracy: 0.2271, prior_entropy: 2.3219, ram_hours: 0, recall: 0.2271, relative_absolute_error: 0.9661, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.556, root_relative_squared_error: 1.3901, run_cpu_time: 6.59,
Jason 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6087, f_measure: 0.3945, kappa: 0.217, kb_relative_information_score: 319461.233, mean_absolute_error: 0.239, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3957, predictive_accuracy: 0.4025, prior_entropy: 2.3219, ram_hours: 0, recall: 0.4025, relative_absolute_error: 0.747, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4888, root_relative_squared_error: 1.2219, run_cpu_time: 7.34,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.766, f_measure: 0.4995, kappa: 0.3539, kb_relative_information_score: 334184.4744, mean_absolute_error: 0.2547, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5106, predictive_accuracy: 0.5107, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5107, relative_absolute_error: 0.7959, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3603, root_relative_squared_error: 0.9008, run_cpu_time: 20.24,
Jason 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8353, f_measure: 0.7309, kappa: 0.6518, kb_relative_information_score: 678887.1386, mean_absolute_error: 0.1178, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7314, predictive_accuracy: 0.7311, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7311, relative_absolute_error: 0.3682, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3133, root_relative_squared_error: 0.7832, run_cpu_time: 8.88,
Jason 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158592.0626, mean_absolute_error: 0.2956, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0.0018, recall: 0.2612, relative_absolute_error: 0.9236, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5435, root_relative_squared_error: 1.3587, run_cpu_time: 86.46,
Jason 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7788, f_measure: 0.4617, kappa: 0.3208, kb_relative_information_score: 349692.0825, mean_absolute_error: 0.2312, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5637, predictive_accuracy: 0.503, prior_entropy: 2.3219, ram_hours: 0.1376, recall: 0.503, relative_absolute_error: 0.7226, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3464, root_relative_squared_error: 0.8661, run_cpu_time: 3428.03,
Jason 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5014, f_measure: 0.0596, kappa: 0.0025, kb_relative_information_score: 54891.2043, mean_absolute_error: 0.332, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1303, predictive_accuracy: 0.17, prior_entropy: 2.3219, ram_hours: 0, recall: 0.17, relative_absolute_error: 1.0375, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5762, root_relative_squared_error: 1.4405, run_cpu_time: 6.02,
Jason 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7788, f_measure: 0.4617, kappa: 0.3208, kb_relative_information_score: 349692.0825, mean_absolute_error: 0.2312, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5637, predictive_accuracy: 0.503, prior_entropy: 2.3219, ram_hours: 0.1395, recall: 0.503, relative_absolute_error: 0.7226, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3464, root_relative_squared_error: 0.8661, run_cpu_time: 3483.31,
Jason 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.8427, kappa: 0.7958, kb_relative_information_score: 793508.5384, mean_absolute_error: 0.0816, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8434, predictive_accuracy: 0.8424, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8424, relative_absolute_error: 0.2549, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.5482, run_cpu_time: 64.85,
Jason 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.8772, kappa: 0.8402, kb_relative_information_score: 793261.6192, mean_absolute_error: 0.0889, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8783, predictive_accuracy: 0.8768, prior_entropy: 2.3219, ram_hours: 0.0002, recall: 0.8768, relative_absolute_error: 0.2778, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.4763, run_cpu_time: 163.9,
Jason 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.8739, kappa: 0.8365, kb_relative_information_score: 753374.6737, mean_absolute_error: 0.1092, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8741, predictive_accuracy: 0.8738, prior_entropy: 2.3219, ram_hours: 0.0054, recall: 0.8738, relative_absolute_error: 0.3413, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.201, root_relative_squared_error: 0.5025, run_cpu_time: 559.87,
Jason 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.8772, kappa: 0.8403, kb_relative_information_score: 795218.6273, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8782, predictive_accuracy: 0.8769, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.8769, relative_absolute_error: 0.2745, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.4752, run_cpu_time: 120,
Jason 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.1385, kappa: -0, kb_relative_information_score: 104455.7694, mean_absolute_error: 0.3093, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0901, predictive_accuracy: 0.3001, prior_entropy: 2.3219, ram_hours: 0, recall: 0.3001, relative_absolute_error: 0.9665, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3932, root_relative_squared_error: 0.9831, run_cpu_time: 9.85,
Jason 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8598, f_measure: 0.6975, kappa: 0.6127, kb_relative_information_score: 599802.4565, mean_absolute_error: 0.155, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7019, predictive_accuracy: 0.6993, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6993, relative_absolute_error: 0.4844, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3081, root_relative_squared_error: 0.7703, run_cpu_time: 9.43,
Jason 11 years ago
ran flow moa.AMRules(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0.0021, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591, run_cpu_time: 132.87,
Jason 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.8321, kappa: 0.7822, kb_relative_information_score: 777876.9503, mean_absolute_error: 0.0879, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8326, predictive_accuracy: 0.8319, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8319, relative_absolute_error: 0.2745, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.5645, run_cpu_time: 26.99,
Jason 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.8897, kappa: 0.8578, kb_relative_information_score: 860063.1302, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, ram_hours: 0.0006, recall: 0.8899, relative_absolute_error: 0.1722, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.4461, run_cpu_time: 4495.97,
Jason 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.8897, kappa: 0.8578, kb_relative_information_score: 860063.1302, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, ram_hours: 0.0006, recall: 0.8899, relative_absolute_error: 0.1722, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.4461, run_cpu_time: 4427.78,
Jason 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.8897, kappa: 0.8578, kb_relative_information_score: 860063.1302, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, ram_hours: 0.0005, recall: 0.8899, relative_absolute_error: 0.1722, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.4461, run_cpu_time: 3822.66,
Jason 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9127, kappa: 0.8866, kb_relative_information_score: 854034.2732, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9131, predictive_accuracy: 0.9125, prior_entropy: 2.3219, ram_hours: 0.0014, recall: 0.9125, relative_absolute_error: 0.1971, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1603, root_relative_squared_error: 0.4007, run_cpu_time: 223.58,
Jason 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.8321, kappa: 0.7822, kb_relative_information_score: 777876.9503, mean_absolute_error: 0.0879, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8326, predictive_accuracy: 0.8319, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8319, relative_absolute_error: 0.2745, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.5645, run_cpu_time: 25.23,
Jason 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0474, kb_relative_information_score: 50727.1726, mean_absolute_error: 0.3335, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0277, predictive_accuracy: 0.1663, prior_entropy: 2.3219, ram_hours: 0, recall: 0.1663, relative_absolute_error: 1.0421, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5775, root_relative_squared_error: 1.4437, run_cpu_time: 6.12,
Jason 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7805, f_measure: 0.497, kappa: 0.3547, kb_relative_information_score: 321830.6382, mean_absolute_error: 0.2577, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5117, predictive_accuracy: 0.5121, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5121, relative_absolute_error: 0.8055, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3587, root_relative_squared_error: 0.8969, run_cpu_time: 15.26,
Jason 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 860015.1724, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8899, relative_absolute_error: 0.1722, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1785, root_relative_squared_error: 0.4463, run_cpu_time: 242.72,

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 RandomRBF_0_0 (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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