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OpenML
Task
Supervised Data Stream Classification on BNG(mushroom)

Supervised Data Stream Classification on BNG(mushroom)

Task 160 Supervised Data Stream Classification BNG(mushroom) 304 runs submitted
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  • binstreams ecmlpkdd2015 streamensembles streams streams-full study_11 study_16
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Jason 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8295, f_measure: 0.8455, kappa: 0.691, kb_relative_information_score: 471773.6827, mean_absolute_error: 0.2862, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8465, predictive_accuracy: 0.8454, prior_entropy: 1, recall: 0.8454, relative_absolute_error: 0.5723, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3865, root_relative_squared_error: 0.773,
Jason 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, f_measure: 0.8896, kappa: 0.7789, kb_relative_information_score: 643617.5258, mean_absolute_error: 0.1954, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8914, predictive_accuracy: 0.8899, prior_entropy: 1, recall: 0.8899, relative_absolute_error: 0.3909, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.5838,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9809, kappa: 0.9617, kb_relative_information_score: 948508.9276, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9809, predictive_accuracy: 0.9809, prior_entropy: 1, recall: 0.9809, relative_absolute_error: 0.0546, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1224, root_relative_squared_error: 0.2447,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9768, kappa: 0.9536, kb_relative_information_score: 952671.1137, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.977, predictive_accuracy: 0.9768, prior_entropy: 1, recall: 0.9768, relative_absolute_error: 0.0476, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1451, root_relative_squared_error: 0.2901,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... AClassifier_VotedPerceptron(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.976, kappa: 0.9519, kb_relative_information_score: 944995.0065, mean_absolute_error: 0.0283, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9761, predictive_accuracy: 0.976, prior_entropy: 1, recall: 0.976, relative_absolute_error: 0.0567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1408, root_relative_squared_error: 0.2816,
Jason 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.927, kappa: 0.854, kb_relative_information_score: 852469.0065, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9325, predictive_accuracy: 0.9274, prior_entropy: 1, recall: 0.9274, relative_absolute_error: 0.1482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.247, root_relative_squared_error: 0.494,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.981, kappa: 0.962, kb_relative_information_score: 947145.6368, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.981, predictive_accuracy: 0.981, prior_entropy: 1, recall: 0.981, relative_absolute_error: 0.0564, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1208, root_relative_squared_error: 0.2416,
Jason 10 years ago
ran flow moa.LeveragingBag_FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3539, kb_relative_information_score: 36596, mean_absolute_error: 0.4817, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2686, predictive_accuracy: 0.5183, prior_entropy: 1, recall: 0.5183, relative_absolute_error: 0.9634, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.694, root_relative_squared_error: 1.3881,
Jason 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9126, f_measure: 0.9132, kappa: 0.826, kb_relative_information_score: 826652.5427, mean_absolute_error: 0.0867, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9144, predictive_accuracy: 0.9133, prior_entropy: 1, recall: 0.9133, relative_absolute_error: 0.1733, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2941, root_relative_squared_error: 0.5883,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8774, f_measure: 0.8196, kappa: 0.6386, kb_relative_information_score: 566758.4019, mean_absolute_error: 0.2243, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.82, predictive_accuracy: 0.8198, prior_entropy: 1, recall: 0.8198, relative_absolute_error: 0.4485, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3736, root_relative_squared_error: 0.7471,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9814, kappa: 0.9628, kb_relative_information_score: 947462.6954, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9815, predictive_accuracy: 0.9815, prior_entropy: 1, recall: 0.9815, relative_absolute_error: 0.0568, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1175, root_relative_squared_error: 0.2349,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9842, kappa: 0.9684, kb_relative_information_score: 960515.0117, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9842, predictive_accuracy: 0.9842, prior_entropy: 1, recall: 0.9842, relative_absolute_error: 0.0421, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1075, root_relative_squared_error: 0.2149,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8814, f_measure: 0.8778, kappa: 0.7581, kb_relative_information_score: 630228.4335, mean_absolute_error: 0.202, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8918, predictive_accuracy: 0.8784, prior_entropy: 1, recall: 0.8784, relative_absolute_error: 0.4041, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3185, root_relative_squared_error: 0.637,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9745, f_measure: 0.9749, kappa: 0.9498, kb_relative_information_score: 949849.1957, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9751, predictive_accuracy: 0.9749, prior_entropy: 1, recall: 0.9749, relative_absolute_error: 0.0502, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.3167,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9852, kappa: 0.9704, kb_relative_information_score: 958297.6376, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9852, predictive_accuracy: 0.9852, prior_entropy: 1, recall: 0.9852, relative_absolute_error: 0.0455, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1102, root_relative_squared_error: 0.2204,
Jason 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7153, f_measure: 0.4608, kappa: -0.001, kb_relative_information_score: 271068.1541, mean_absolute_error: 0.3645, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4999, predictive_accuracy: 0.5106, prior_entropy: 1, recall: 0.5106, relative_absolute_error: 0.7289, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5104, root_relative_squared_error: 1.0209,
Jason 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9727, kappa: 0.9454, kb_relative_information_score: 939081.0981, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9728, predictive_accuracy: 0.9727, prior_entropy: 1, recall: 0.9727, relative_absolute_error: 0.0632, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1559, root_relative_squared_error: 0.3118,
Jason 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8661, f_measure: 0.7855, kappa: 0.5703, kb_relative_information_score: 526332.7631, mean_absolute_error: 0.2417, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7855, predictive_accuracy: 0.7856, prior_entropy: 1, recall: 0.7856, relative_absolute_error: 0.4834, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4019, root_relative_squared_error: 0.8039,
Jason 10 years ago
ran flow moa.DecisionStump(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9749, kappa: 0.9497, kb_relative_information_score: 916713.3279, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9751, predictive_accuracy: 0.9749, prior_entropy: 1, recall: 0.9749, relative_absolute_error: 0.0952, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1546, root_relative_squared_error: 0.3093,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.989, kappa: 0.978, kb_relative_information_score: 972468.1674, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.1886,
Jason 10 years ago
ran flow moa.ORTO(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3539, kb_relative_information_score: 36596, mean_absolute_error: 0.4817, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2686, predictive_accuracy: 0.5183, prior_entropy: 1, recall: 0.5183, relative_absolute_error: 0.9634, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.694, root_relative_squared_error: 1.3881,
Jason 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.9749, kappa: 0.9497, kb_relative_information_score: 930323.1591, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9751, predictive_accuracy: 0.9749, prior_entropy: 1, recall: 0.9749, relative_absolute_error: 0.0763, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1551, root_relative_squared_error: 0.3101,
Jason 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9895, kappa: 0.979, kb_relative_information_score: 971412.1277, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9895, predictive_accuracy: 0.9895, prior_entropy: 1, ram_hours: 0.0012, recall: 0.9895, relative_absolute_error: 0.0309, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0886, root_relative_squared_error: 0.1772, run_cpu_time: 152.59,
Jason 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.9749, kappa: 0.9497, kb_relative_information_score: 930323.1591, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9751, predictive_accuracy: 0.9749, prior_entropy: 1, ram_hours: 0, recall: 0.9749, relative_absolute_error: 0.0763, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1551, root_relative_squared_error: 0.3101, run_cpu_time: 6.85,
Jason 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9816, kappa: 0.9631, kb_relative_information_score: 950631.6474, mean_absolute_error: 0.0263, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9816, predictive_accuracy: 0.9816, prior_entropy: 1, ram_hours: 0, recall: 0.9816, relative_absolute_error: 0.0526, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1304, root_relative_squared_error: 0.2608, run_cpu_time: 6.8,
Jason 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3539, kb_relative_information_score: 36518, mean_absolute_error: 0.4817, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2686, predictive_accuracy: 0.5183, prior_entropy: 1, ram_hours: 0.0027, recall: 0.5183, relative_absolute_error: 0.9635, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6939, root_relative_squared_error: 1.3878, run_cpu_time: 76.2,
Jason 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3539, kb_relative_information_score: 36596, mean_absolute_error: 0.4817, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2686, predictive_accuracy: 0.5183, prior_entropy: 1, ram_hours: 0, recall: 0.5183, relative_absolute_error: 0.9634, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.694, root_relative_squared_error: 1.3881, run_cpu_time: 8.58,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9294, kappa: 0.8587, kb_relative_information_score: 858668.3769, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9332, predictive_accuracy: 0.9297, prior_entropy: 1, ram_hours: 0, recall: 0.9297, relative_absolute_error: 0.1419, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2341, root_relative_squared_error: 0.4682, run_cpu_time: 11.38,
Jason 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.9749, kappa: 0.9498, kb_relative_information_score: 949780, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9751, predictive_accuracy: 0.9749, prior_entropy: 1, ram_hours: 0, recall: 0.9749, relative_absolute_error: 0.0502, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.3153, run_cpu_time: 6.08,
Jason 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.354, kappa: 0, kb_relative_information_score: 1962.8537, mean_absolute_error: 0.4993, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.502, predictive_accuracy: 0.5183, prior_entropy: 1, ram_hours: 0, recall: 0.5183, relative_absolute_error: 0.9986, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9993, run_cpu_time: 7.22,
Jason 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, f_measure: 0.8785, kappa: 0.7568, kb_relative_information_score: 757074, mean_absolute_error: 0.1215, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8785, predictive_accuracy: 0.8785, prior_entropy: 1, ram_hours: 0, recall: 0.8785, relative_absolute_error: 0.2429, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3485, root_relative_squared_error: 0.697, run_cpu_time: 5.97,
Jason 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9508, kappa: 0.9014, kb_relative_information_score: 874434.456, mean_absolute_error: 0.0657, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9512, predictive_accuracy: 0.9508, prior_entropy: 1, ram_hours: 0, recall: 0.9508, relative_absolute_error: 0.1315, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.3718, run_cpu_time: 8.39,
Jason 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.971, f_measure: 0.9706, kappa: 0.9411, kb_relative_information_score: 941134, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9706, predictive_accuracy: 0.9706, prior_entropy: 1, ram_hours: 0, recall: 0.9706, relative_absolute_error: 0.0589, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1708, root_relative_squared_error: 0.3417, run_cpu_time: 9.82,
Jason 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3539, kb_relative_information_score: 36596, mean_absolute_error: 0.4817, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2686, predictive_accuracy: 0.5183, prior_entropy: 1, ram_hours: 0, recall: 0.5183, relative_absolute_error: 0.9634, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.694, root_relative_squared_error: 1.3881, run_cpu_time: 6.54,
Jason 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.989, kappa: 0.9779, kb_relative_information_score: 972504.346, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, ram_hours: 0, recall: 0.989, relative_absolute_error: 0.0293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.1889, run_cpu_time: 15.32,
Jason 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.5012, kappa: 0.001, kb_relative_information_score: 2380, mean_absolute_error: 0.4988, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5012, predictive_accuracy: 0.5012, prior_entropy: 1, ram_hours: 0, recall: 0.5012, relative_absolute_error: 0.9976, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7063, root_relative_squared_error: 1.4125, run_cpu_time: 5.91,
Jason 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9895, kappa: 0.979, kb_relative_information_score: 971412.1277, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9895, predictive_accuracy: 0.9895, prior_entropy: 1, ram_hours: 0.001, recall: 0.9895, relative_absolute_error: 0.0309, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0886, root_relative_squared_error: 0.1772, run_cpu_time: 122.39,
Jason 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9873, kappa: 0.9747, kb_relative_information_score: 884628.6207, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9873, predictive_accuracy: 0.9873, prior_entropy: 1, ram_hours: 0.0049, recall: 0.9873, relative_absolute_error: 0.1409, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1229, root_relative_squared_error: 0.2457, run_cpu_time: 235.79,
Jason 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9888, kappa: 0.9776, kb_relative_information_score: 972663.4372, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9888, prior_entropy: 1, ram_hours: 0, recall: 0.9888, relative_absolute_error: 0.0289, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.1903, run_cpu_time: 31.71,
Jason 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9893, kappa: 0.9785, kb_relative_information_score: 906970.9793, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9893, predictive_accuracy: 0.9893, prior_entropy: 1, ram_hours: 0.0038, recall: 0.9893, relative_absolute_error: 0.1134, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.2208, run_cpu_time: 198.24,
Jason 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9448, f_measure: 0.8874, kappa: 0.7744, kb_relative_information_score: 667191.3131, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8888, predictive_accuracy: 0.8876, prior_entropy: 1, ram_hours: 0, recall: 0.8876, relative_absolute_error: 0.351, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2912, root_relative_squared_error: 0.5824, run_cpu_time: 40.34,
Jason 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.964, kappa: 0.928, kb_relative_information_score: 911415.6492, mean_absolute_error: 0.0462, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 1, ram_hours: 0.0011, recall: 0.9641, relative_absolute_error: 0.0923, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.158, root_relative_squared_error: 0.3159, run_cpu_time: 6595.45,
Jason 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9892, kappa: 0.9784, kb_relative_information_score: 972643.9624, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9892, predictive_accuracy: 0.9892, prior_entropy: 1, ram_hours: 0.0063, recall: 0.9892, relative_absolute_error: 0.0291, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0888, root_relative_squared_error: 0.1776, run_cpu_time: 265.84,
Jason 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9641, kappa: 0.9281, kb_relative_information_score: 911406.9267, mean_absolute_error: 0.0462, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 1, ram_hours: 0, recall: 0.9641, relative_absolute_error: 0.0923, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.158, root_relative_squared_error: 0.316, run_cpu_time: 419.75,
Jason 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.989, kappa: 0.9779, kb_relative_information_score: 972504.346, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, ram_hours: 0, recall: 0.989, relative_absolute_error: 0.0293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.1889, run_cpu_time: 14.19,
Jason 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9122, f_measure: 0.9132, kappa: 0.8261, kb_relative_information_score: 826708, mean_absolute_error: 0.0866, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9144, predictive_accuracy: 0.9134, prior_entropy: 1, ram_hours: 0, recall: 0.9134, relative_absolute_error: 0.1733, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2944, root_relative_squared_error: 0.5887, run_cpu_time: 6.24,
Jason 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.927, kappa: 0.8539, kb_relative_information_score: 852415.7375, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9324, predictive_accuracy: 0.9274, prior_entropy: 1, ram_hours: 0, recall: 0.9274, relative_absolute_error: 0.1482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.247, root_relative_squared_error: 0.4941, run_cpu_time: 11.49,

    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 BNG(mushroom) (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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