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OpenML
Task
Supervised Data Stream Classification on airlines

Supervised Data Stream Classification on airlines

Task 7275 Supervised Data Stream Classification airlines 287 runs submitted
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  • binstreams streamensembles streams study_11 study_16
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287 Runs

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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 airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6419, f_measure: 0.6495, kappa: 0.2907, kb_relative_information_score: 170335, mean_absolute_error: 0.3421, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6571, predictive_accuracy: 0.6579, prior_entropy: 1, recall: 0.6579, relative_absolute_error: 0.6842, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5849, root_relative_squared_error: 1.1698,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6419, f_measure: 0.6495, kappa: 0.2907, kb_relative_information_score: 170335, mean_absolute_error: 0.3421, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6571, predictive_accuracy: 0.6579, prior_entropy: 1, recall: 0.6579, relative_absolute_error: 0.6842, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5849, root_relative_squared_error: 1.1698,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... AClassifier_VotedPerceptron(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5944, f_measure: 0.5996, kappa: 0.1877, kb_relative_information_score: 114114.9074, mean_absolute_error: 0.3942, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6013, predictive_accuracy: 0.6057, prior_entropy: 1, recall: 0.6057, relative_absolute_error: 0.7884, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6273, root_relative_squared_error: 1.2546,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... Classifier_LinearRegression(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3957, kb_relative_information_score: 58855, mean_absolute_error: 0.4454, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.3075, predictive_accuracy: 0.5546, prior_entropy: 1, recall: 0.5546, relative_absolute_error: 0.8909, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6674, root_relative_squared_error: 1.3348,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6971, f_measure: 0.6478, kappa: 0.2854, kb_relative_information_score: 118731.6217, mean_absolute_error: 0.3968, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6475, predictive_accuracy: 0.6494, prior_entropy: 1, recall: 0.6494, relative_absolute_error: 0.7937, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.482, root_relative_squared_error: 0.964,
Jason 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6019, f_measure: 0.5842, kappa: 0.1561, kb_relative_information_score: 74624.5091, mean_absolute_error: 0.4356, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.5846, predictive_accuracy: 0.5892, prior_entropy: 1, recall: 0.5892, relative_absolute_error: 0.8711, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5401, root_relative_squared_error: 1.0802,
Jason 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7165, f_measure: 0.6631, kappa: 0.316, kb_relative_information_score: 135908.0985, mean_absolute_error: 0.3821, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6634, predictive_accuracy: 0.6654, prior_entropy: 1, recall: 0.6654, relative_absolute_error: 0.7643, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4722, root_relative_squared_error: 0.9444,
Jason 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5724, f_measure: 0.5752, kappa: 0.1403, kb_relative_information_score: 81148.4175, mean_absolute_error: 0.4248, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.5752, predictive_accuracy: 0.5752, prior_entropy: 1, recall: 0.5752, relative_absolute_error: 0.8496, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6508, root_relative_squared_error: 1.3015,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6284, f_measure: 0.6207, kappa: 0.2307, kb_relative_information_score: 119778.2367, mean_absolute_error: 0.3912, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6202, predictive_accuracy: 0.6219, prior_entropy: 1, recall: 0.6219, relative_absolute_error: 0.7825, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5783, root_relative_squared_error: 1.1566,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6521, f_measure: 0.6301, kappa: 0.251, kb_relative_information_score: 120191.3502, mean_absolute_error: 0.3927, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.63, predictive_accuracy: 0.6303, prior_entropy: 1, recall: 0.6303, relative_absolute_error: 0.7854, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5342, root_relative_squared_error: 1.0683,
Jason 10 years ago
ran flow moa.LeveragingBag_FIMTDD(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3957, kb_relative_information_score: 58855, mean_absolute_error: 0.4454, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.3075, predictive_accuracy: 0.5546, prior_entropy: 1, recall: 0.5546, relative_absolute_error: 0.8909, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6674, root_relative_squared_error: 1.3348,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6425, f_measure: 0.6484, kappa: 0.2867, kb_relative_information_score: 161399, mean_absolute_error: 0.3504, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.648, predictive_accuracy: 0.6496, prior_entropy: 1, recall: 0.6496, relative_absolute_error: 0.7008, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5919, root_relative_squared_error: 1.1839,
Jason 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5833, f_measure: 0.5768, kappa: 0.1426, kb_relative_information_score: 81473.4528, mean_absolute_error: 0.4248, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.5764, predictive_accuracy: 0.5773, prior_entropy: 1, recall: 0.5773, relative_absolute_error: 0.8495, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.624, root_relative_squared_error: 1.248,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5764, f_measure: 0.5798, kappa: 0.1496, kb_relative_information_score: 85983.7016, mean_absolute_error: 0.4203, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.5798, predictive_accuracy: 0.5798, prior_entropy: 1, recall: 0.5798, relative_absolute_error: 0.8406, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6457, root_relative_squared_error: 1.2915,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6687, f_measure: 0.6373, kappa: 0.2637, kb_relative_information_score: 90611.1427, mean_absolute_error: 0.4273, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6376, predictive_accuracy: 0.6402, prior_entropy: 1, recall: 0.6402, relative_absolute_error: 0.8546, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4844, root_relative_squared_error: 0.9688,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.641, f_measure: 0.6315, kappa: 0.2524, kb_relative_information_score: 97057.4511, mean_absolute_error: 0.4181, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6341, predictive_accuracy: 0.6371, prior_entropy: 1, recall: 0.6371, relative_absolute_error: 0.8363, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5168, root_relative_squared_error: 1.0336,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6824, f_measure: 0.6276, kappa: 0.2479, kb_relative_information_score: 80318.3824, mean_absolute_error: 0.4352, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6373, predictive_accuracy: 0.6387, prior_entropy: 1, recall: 0.6387, relative_absolute_error: 0.8705, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4684, root_relative_squared_error: 0.9368,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5595, f_measure: 0.5662, kappa: 0.1198, kb_relative_information_score: 73417, mean_absolute_error: 0.4319, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.5654, predictive_accuracy: 0.5681, prior_entropy: 1, recall: 0.5681, relative_absolute_error: 0.8639, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6572, root_relative_squared_error: 1.3144,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.627, f_measure: 0.611, kappa: 0.2103, kb_relative_information_score: 87538.0973, mean_absolute_error: 0.4239, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6113, predictive_accuracy: 0.6147, prior_entropy: 1, recall: 0.6147, relative_absolute_error: 0.8478, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5334, root_relative_squared_error: 1.0668,
Jason 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.3957, kappa: 0, kb_relative_information_score: 58607.4259, mean_absolute_error: 0.4457, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.5674, predictive_accuracy: 0.5546, prior_entropy: 1, recall: 0.5546, relative_absolute_error: 0.8913, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6674, root_relative_squared_error: 1.3349,
Jason 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.3957, kb_relative_information_score: 38434.7521, mean_absolute_error: 0.4687, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.3075, predictive_accuracy: 0.5546, prior_entropy: 1, recall: 0.5546, relative_absolute_error: 0.9374, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.55, root_relative_squared_error: 1.1,
Jason 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.69, f_measure: 0.6262, kappa: 0.2538, kb_relative_information_score: 105507.7519, mean_absolute_error: 0.4117, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6517, predictive_accuracy: 0.6458, prior_entropy: 1, recall: 0.6458, relative_absolute_error: 0.8234, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4758, root_relative_squared_error: 0.9515,
Jason 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.4062, kappa: 0.0008, kb_relative_information_score: 57031, mean_absolute_error: 0.4471, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.5119, predictive_accuracy: 0.5534, prior_entropy: 1, recall: 0.5534, relative_absolute_error: 0.8943, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6683, root_relative_squared_error: 1.3367,
Jason 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.3957, kb_relative_information_score: 58275, mean_absolute_error: 0.446, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.3075, predictive_accuracy: 0.5546, prior_entropy: 1, recall: 0.5546, relative_absolute_error: 0.892, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6675, root_relative_squared_error: 1.3349,
Jason 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5377, f_measure: 0.4951, kappa: 0.0514, kb_relative_information_score: 1444.5394, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.5372, predictive_accuracy: 0.5081, prior_entropy: 1, recall: 0.5081, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6378, root_relative_squared_error: 1.2756,
Jason 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.505, f_measure: 0.4272, kappa: 0.0128, kb_relative_information_score: 60293, mean_absolute_error: 0.4441, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.5436, predictive_accuracy: 0.5564, prior_entropy: 1, recall: 0.5564, relative_absolute_error: 0.8882, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6661, root_relative_squared_error: 1.3321,
Jason 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.3957, kb_relative_information_score: 38434.7521, mean_absolute_error: 0.4687, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.3075, predictive_accuracy: 0.5546, prior_entropy: 1, recall: 0.5546, relative_absolute_error: 0.9374, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.55, root_relative_squared_error: 1.1,
Jason 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.3957, kb_relative_information_score: 38434.7521, mean_absolute_error: 0.4687, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.3075, predictive_accuracy: 0.5546, prior_entropy: 1, recall: 0.5546, relative_absolute_error: 0.9374, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.55, root_relative_squared_error: 1.1,
Jason 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5735, f_measure: 0.3957, kappa: 0, kb_relative_information_score: 23083.3407, mean_absolute_error: 0.483, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.5172, predictive_accuracy: 0.5546, prior_entropy: 1, recall: 0.5546, relative_absolute_error: 0.9659, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.994,
Jason 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5755, f_measure: 0.5805, kappa: 0.1509, kb_relative_information_score: 86853, mean_absolute_error: 0.4195, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.5805, predictive_accuracy: 0.5805, prior_entropy: 1, recall: 0.5805, relative_absolute_error: 0.839, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6477, root_relative_squared_error: 1.2954,
Jason 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6457, f_measure: 0.5832, kappa: 0.1815, kb_relative_information_score: 78175.6515, mean_absolute_error: 0.4348, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6225, predictive_accuracy: 0.6158, prior_entropy: 1, recall: 0.6158, relative_absolute_error: 0.8697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9921,
Jason 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6415, f_measure: 0.6311, kappa: 0.2522, kb_relative_information_score: 117385.9814, mean_absolute_error: 0.3966, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6353, predictive_accuracy: 0.6381, prior_entropy: 1, recall: 0.6381, relative_absolute_error: 0.7931, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5306, root_relative_squared_error: 1.0613,
Jason 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3957, kb_relative_information_score: 58855, mean_absolute_error: 0.4454, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.3075, predictive_accuracy: 0.5546, prior_entropy: 1, recall: 0.5546, relative_absolute_error: 0.8909, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6674, root_relative_squared_error: 1.3348,
Jason 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6779, f_measure: 0.6326, kappa: 0.2654, kb_relative_information_score: 114475.543, mean_absolute_error: 0.4024, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6566, predictive_accuracy: 0.6508, prior_entropy: 1, recall: 0.6508, relative_absolute_error: 0.8048, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4907, root_relative_squared_error: 0.9814,
Jason 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6518, f_measure: 0.6157, kappa: 0.2231, kb_relative_information_score: 82795.9019, mean_absolute_error: 0.4302, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6163, predictive_accuracy: 0.6153, prior_entropy: 1, recall: 0.6153, relative_absolute_error: 0.8604, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9927,
Jason 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6416, f_measure: 0.6046, kappa: 0.1974, kb_relative_information_score: 50188.3485, mean_absolute_error: 0.4612, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.605, predictive_accuracy: 0.6087, prior_entropy: 1, recall: 0.6087, relative_absolute_error: 0.9225, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4823, root_relative_squared_error: 0.9646,
Jason 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6712, f_measure: 0.6341, kappa: 0.2577, kb_relative_information_score: 48411.1393, mean_absolute_error: 0.4632, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6337, predictive_accuracy: 0.6355, prior_entropy: 1, recall: 0.6355, relative_absolute_error: 0.9264, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4809, root_relative_squared_error: 0.9617,
Jason 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7053, f_measure: 0.656, kappa: 0.3019, kb_relative_information_score: 115208.0728, mean_absolute_error: 0.4035, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6585, predictive_accuracy: 0.6606, prior_entropy: 1, recall: 0.6606, relative_absolute_error: 0.8071, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4698, root_relative_squared_error: 0.9395,
Jason 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6883, f_measure: 0.6305, kappa: 0.2617, kb_relative_information_score: 109506.0416, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6554, predictive_accuracy: 0.6493, prior_entropy: 1, recall: 0.6493, relative_absolute_error: 0.8162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4798, root_relative_squared_error: 0.9597,
Jason 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6502, f_measure: 0.6248, kappa: 0.2392, kb_relative_information_score: 112457.8659, mean_absolute_error: 0.4016, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6282, predictive_accuracy: 0.6314, prior_entropy: 1, recall: 0.6314, relative_absolute_error: 0.8033, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5171, root_relative_squared_error: 1.0341,
Jason 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7188, f_measure: 0.6645, kappa: 0.3201, kb_relative_information_score: 122234.0123, mean_absolute_error: 0.3963, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6704, predictive_accuracy: 0.6711, prior_entropy: 1, recall: 0.6711, relative_absolute_error: 0.7926, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4626, root_relative_squared_error: 0.9251,
Jason 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7176, f_measure: 0.6636, kappa: 0.3191, kb_relative_information_score: 122405.6694, mean_absolute_error: 0.3961, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6717, predictive_accuracy: 0.6715, prior_entropy: 1, recall: 0.6715, relative_absolute_error: 0.7921, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4629, root_relative_squared_error: 0.9258,
Jason 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6896, f_measure: 0.6259, kappa: 0.2532, kb_relative_information_score: 105314.5935, mean_absolute_error: 0.4119, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6514, predictive_accuracy: 0.6455, prior_entropy: 1, recall: 0.6455, relative_absolute_error: 0.8237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.476, root_relative_squared_error: 0.952,
Jason 10 years ago
ran flow moa.ORTO(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3957, kb_relative_information_score: 58855, mean_absolute_error: 0.4454, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.3075, predictive_accuracy: 0.5546, prior_entropy: 1, recall: 0.5546, relative_absolute_error: 0.8909, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6674, root_relative_squared_error: 1.3348,
Jason 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5708, f_measure: 0.5756, kappa: 0.1414, kb_relative_information_score: 81411, mean_absolute_error: 0.4245, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.5758, predictive_accuracy: 0.5755, prior_entropy: 1, recall: 0.5755, relative_absolute_error: 0.8491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6516, root_relative_squared_error: 1.3031,
Jason 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5706, f_measure: 0.5757, kappa: 0.1411, kb_relative_information_score: 81635, mean_absolute_error: 0.4243, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.5757, predictive_accuracy: 0.5757, prior_entropy: 1, recall: 0.5757, relative_absolute_error: 0.8487, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6514, root_relative_squared_error: 1.3028,
Jason 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6779, f_measure: 0.6326, kappa: 0.2654, kb_relative_information_score: 114475.543, mean_absolute_error: 0.4024, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6566, predictive_accuracy: 0.6508, prior_entropy: 1, recall: 0.6508, relative_absolute_error: 0.8048, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4907, root_relative_squared_error: 0.9814,

    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 airlines (1)
    target_feature Delay

    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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