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OpenML
Task
Supervised Data Stream Classification on RandomRBF_10_1E-4

Supervised Data Stream Classification on RandomRBF_10_1E-4

Task 196 Supervised Data Stream Classification RandomRBF_10_1E-4 290 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • ecmlpkdd2015 streamensembles streams study_11 study_16
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Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... AClassifier_VotedPerceptron(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
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_Perceptron(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7306, f_measure: 0.5102, kappa: 0.3624, kb_relative_information_score: 376780.9939, mean_absolute_error: 0.2394, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5251, predictive_accuracy: 0.5129, prior_entropy: 2.3219, recall: 0.5129, relative_absolute_error: 0.748, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3692, root_relative_squared_error: 0.923,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6175, f_measure: 0.1552, kappa: 0.0054, kb_relative_information_score: 174684.1638, mean_absolute_error: 0.2973, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.176, predictive_accuracy: 0.3028, prior_entropy: 2.3219, recall: 0.3028, relative_absolute_error: 0.9291, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.396, root_relative_squared_error: 0.9901,
Jason 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5417, f_measure: 0.051, kappa: -0.0016, kb_relative_information_score: 116967.1808, mean_absolute_error: 0.32, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0903, predictive_accuracy: 0.1658, prior_entropy: 2.3219, recall: 0.1658, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4944, root_relative_squared_error: 1.236,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8196, f_measure: 0.519, kappa: 0.3815, kb_relative_information_score: 283316.631, mean_absolute_error: 0.2724, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5369, predictive_accuracy: 0.5342, prior_entropy: 2.3219, recall: 0.5342, relative_absolute_error: 0.8514, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.8985,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9551, f_measure: 0.7959, kappa: 0.737, kb_relative_information_score: 694135.4478, mean_absolute_error: 0.1253, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8022, predictive_accuracy: 0.799, prior_entropy: 2.3219, recall: 0.799, relative_absolute_error: 0.3916, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2383, root_relative_squared_error: 0.5958,
Jason 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7914, f_measure: 0.5215, kappa: 0.376, kb_relative_information_score: 340385.3534, mean_absolute_error: 0.2528, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5308, predictive_accuracy: 0.5266, prior_entropy: 2.3219, recall: 0.5266, relative_absolute_error: 0.7899, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3546, root_relative_squared_error: 0.8864,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7775, f_measure: 0.4909, kappa: 0.3451, kb_relative_information_score: 324963.936, mean_absolute_error: 0.257, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.493, predictive_accuracy: 0.5039, prior_entropy: 2.3219, recall: 0.5039, relative_absolute_error: 0.8031, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.8985,
Jason 10 years ago
ran flow moa.LeveragingBag_FIMTDD(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
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_10_1E-4
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_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5196, f_measure: 0.1314, kappa: 0.0247, kb_relative_information_score: 103713.5257, mean_absolute_error: 0.3176, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1213, predictive_accuracy: 0.2074, prior_entropy: 2.3219, recall: 0.2074, relative_absolute_error: 0.9924, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5434, root_relative_squared_error: 1.3584,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.8293, kappa: 0.7794, kb_relative_information_score: 713358.9932, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8321, predictive_accuracy: 0.8306, prior_entropy: 2.3219, recall: 0.8306, relative_absolute_error: 0.3692, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2259, root_relative_squared_error: 0.5647,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6496, f_measure: 0.3045, kappa: 0.1498, kb_relative_information_score: 164002.4536, mean_absolute_error: 0.2967, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5008, predictive_accuracy: 0.3904, prior_entropy: 2.3219, recall: 0.3904, relative_absolute_error: 0.9271, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3839, root_relative_squared_error: 0.9598,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6106, f_measure: 0.3514, kappa: 0.1593, kb_relative_information_score: 271371.2973, mean_absolute_error: 0.2559, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3477, predictive_accuracy: 0.3599, prior_entropy: 2.3219, recall: 0.3599, relative_absolute_error: 0.7997, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5006, root_relative_squared_error: 1.2515,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9645, f_measure: 0.8221, kappa: 0.7705, kb_relative_information_score: 682478.1686, mean_absolute_error: 0.1331, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8258, predictive_accuracy: 0.824, prior_entropy: 2.3219, recall: 0.824, relative_absolute_error: 0.4158, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.5801,
Jason 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6647, f_measure: 0.4792, kappa: 0.3427, kb_relative_information_score: 395546.6075, mean_absolute_error: 0.2296, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5467, predictive_accuracy: 0.5054, prior_entropy: 2.3219, recall: 0.5054, relative_absolute_error: 0.7175, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.993,
Jason 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7967, f_measure: 0.6453, kappa: 0.5369, kb_relative_information_score: 552791.1821, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6572, predictive_accuracy: 0.6467, prior_entropy: 2.3219, recall: 0.6467, relative_absolute_error: 0.5214, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3455, root_relative_squared_error: 0.8638,
Jason 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7752, f_measure: 0.509, kappa: 0.3642, kb_relative_information_score: 315152.1541, mean_absolute_error: 0.2604, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5224, predictive_accuracy: 0.5212, prior_entropy: 2.3219, recall: 0.5212, relative_absolute_error: 0.8136, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.9006,
Jason 10 years ago
ran flow moa.DecisionStump(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5906, f_measure: 0.2362, kappa: 0.0641, kb_relative_information_score: 142473.4792, mean_absolute_error: 0.303, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1844, predictive_accuracy: 0.3289, prior_entropy: 2.3219, recall: 0.3289, relative_absolute_error: 0.9468, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.389, root_relative_squared_error: 0.9725,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8062, kappa: 0.7492, kb_relative_information_score: 745921.2493, mean_absolute_error: 0.0991, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8062, predictive_accuracy: 0.8066, prior_entropy: 2.3219, recall: 0.8066, relative_absolute_error: 0.3098, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2397, root_relative_squared_error: 0.5992,
Jason 10 years ago
ran flow moa.ORTO(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
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_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.788, f_measure: 0.6613, kappa: 0.5629, kb_relative_information_score: 604290.3723, mean_absolute_error: 0.1444, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.661, predictive_accuracy: 0.6634, prior_entropy: 2.3219, recall: 0.6634, relative_absolute_error: 0.4513, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3509, root_relative_squared_error: 0.8773,
Jason 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.788, f_measure: 0.6613, kappa: 0.5629, kb_relative_information_score: 604290.3723, mean_absolute_error: 0.1444, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.661, predictive_accuracy: 0.6634, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6634, relative_absolute_error: 0.4513, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3509, root_relative_squared_error: 0.8773, run_cpu_time: 9.25,
Jason 11 years ago
ran flow moa.RandomRules_AMRules(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
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: 0.2315, 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: 1733.77,
Jason 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
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, 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: 6.65,
Jason 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7288, f_measure: 0.459, kappa: 0.3143, kb_relative_information_score: 256822.4983, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4525, predictive_accuracy: 0.4886, prior_entropy: 2.3219, ram_hours: 0, recall: 0.4886, relative_absolute_error: 0.87, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3709, root_relative_squared_error: 0.9272, run_cpu_time: 9.49,
Jason 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
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: 6.8,
Jason 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.7938, kappa: 0.7324, kb_relative_information_score: 736122.5926, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7947, predictive_accuracy: 0.7938, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7938, relative_absolute_error: 0.3201, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.249, root_relative_squared_error: 0.6224, run_cpu_time: 74.57,
Jason 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
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: 81.23,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7404, f_measure: 0.4806, kappa: 0.3294, kb_relative_information_score: 316574.4534, mean_absolute_error: 0.2597, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4985, predictive_accuracy: 0.4934, prior_entropy: 2.3219, ram_hours: 0, recall: 0.4934, relative_absolute_error: 0.8116, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3681, root_relative_squared_error: 0.9203, run_cpu_time: 20.67,
Jason 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8132, f_measure: 0.6303, kappa: 0.5244, kb_relative_information_score: 536176.1396, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6323, predictive_accuracy: 0.6368, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6368, relative_absolute_error: 0.5494, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.337, root_relative_squared_error: 0.8425, run_cpu_time: 11.04,
Jason 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.8365, kappa: 0.7879, kb_relative_information_score: 722237.7103, mean_absolute_error: 0.1176, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8373, predictive_accuracy: 0.8366, prior_entropy: 2.3219, ram_hours: 0.0002, recall: 0.8366, relative_absolute_error: 0.3674, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2189, root_relative_squared_error: 0.5473, run_cpu_time: 140.51,
Jason 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8975, f_measure: 0.6911, kappa: 0.6007, kb_relative_information_score: 575296.645, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6923, predictive_accuracy: 0.6929, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6929, relative_absolute_error: 0.5145, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.291, root_relative_squared_error: 0.7274, run_cpu_time: 17.34,
Jason 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.792, kappa: 0.7305, kb_relative_information_score: 731614.7112, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7923, predictive_accuracy: 0.7923, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7923, relative_absolute_error: 0.325, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2475, root_relative_squared_error: 0.6186, run_cpu_time: 25.28,
Jason 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8304, f_measure: 0.5576, kappa: 0.4297, kb_relative_information_score: 440548.2958, mean_absolute_error: 0.2019, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5899, predictive_accuracy: 0.5738, prior_entropy: 2.3219, ram_hours: 0.239, recall: 0.5738, relative_absolute_error: 0.6309, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3248, root_relative_squared_error: 0.812, run_cpu_time: 1319.39,
Jason 11 years ago
ran flow moa.AMRules(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
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: 0.003, 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: 144.98,
Jason 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.846, kappa: 0.7998, kb_relative_information_score: 710917.4439, mean_absolute_error: 0.1256, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8486, predictive_accuracy: 0.846, prior_entropy: 2.3219, ram_hours: 0.0002, recall: 0.846, relative_absolute_error: 0.3925, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.5458, run_cpu_time: 175.56,
Jason 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5912, f_measure: 0.3666, kappa: 0.1815, kb_relative_information_score: 295113.5466, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3697, predictive_accuracy: 0.3811, prior_entropy: 2.3219, ram_hours: 0, recall: 0.3811, relative_absolute_error: 0.7737, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4974, root_relative_squared_error: 1.2436, run_cpu_time: 6.8,
Jason 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
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: 9.77,
Jason 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.8432, kappa: 0.7963, kb_relative_information_score: 750074.8369, mean_absolute_error: 0.1041, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8454, predictive_accuracy: 0.8433, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.8433, relative_absolute_error: 0.3254, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2116, root_relative_squared_error: 0.5291, run_cpu_time: 115.49,
Jason 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
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: 133.02,
Jason 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5038, f_measure: 0.0691, kappa: 0.0068, kb_relative_information_score: 59773.7221, mean_absolute_error: 0.3303, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1556, predictive_accuracy: 0.1743, prior_entropy: 2.3219, ram_hours: 0, recall: 0.1743, relative_absolute_error: 1.0322, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5747, root_relative_squared_error: 1.4368, run_cpu_time: 6.16,
Jason 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, f_measure: 0.8299, kappa: 0.7795, kb_relative_information_score: 723480.2044, mean_absolute_error: 0.1165, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8305, predictive_accuracy: 0.8301, prior_entropy: 2.3219, ram_hours: 0.0207, recall: 0.8301, relative_absolute_error: 0.3642, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.5481, run_cpu_time: 1550.42,
Jason 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.8928, kappa: 0.8617, kb_relative_information_score: 863848.364, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8933, predictive_accuracy: 0.893, prior_entropy: 2.3219, ram_hours: 0.0006, recall: 0.893, relative_absolute_error: 0.1682, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1762, root_relative_squared_error: 0.4405, run_cpu_time: 4500.46,
Jason 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7744, f_measure: 0.5087, kappa: 0.3639, kb_relative_information_score: 314771.6072, mean_absolute_error: 0.2605, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.522, predictive_accuracy: 0.521, prior_entropy: 2.3219, ram_hours: 0, recall: 0.521, relative_absolute_error: 0.814, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3604, root_relative_squared_error: 0.9011, run_cpu_time: 14.85,
Jason 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.886, kappa: 0.8518, kb_relative_information_score: 789676.5412, mean_absolute_error: 0.0915, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8876, predictive_accuracy: 0.8858, prior_entropy: 2.3219, ram_hours: 0.0016, recall: 0.8858, relative_absolute_error: 0.286, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.4683, run_cpu_time: 252.22,
Jason 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.792, kappa: 0.7305, kb_relative_information_score: 731614.7112, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7923, predictive_accuracy: 0.7923, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7923, relative_absolute_error: 0.325, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2475, root_relative_squared_error: 0.6186, run_cpu_time: 25.72,
Jason 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.8928, kappa: 0.8616, kb_relative_information_score: 863803.7888, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8933, predictive_accuracy: 0.893, prior_entropy: 2.3219, ram_hours: 0, recall: 0.893, relative_absolute_error: 0.1682, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.4407, run_cpu_time: 245.37,
Jason 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
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: 6.06,

    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_10_1E-4 (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)

    How to submit runs

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