Run
524292

Run 524292

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 16-02-2016 by Jan van Rijn
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Flow

moa.WeightedEnsemble(2)Moa implementation of WeightedEnsemble
moa.WeightedEnsemble(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.WeightedEnsemble(2)_a0.9

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.9735
Per class
Confusion matrix
F measure
0.8064
Per class
Kappa
0.7822
KB relative information score
703927.0852
Mean absolute error
0.0898
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.8058
Per class
Predictive accuracy
0.808
Prior entropy
3.1699
Recall
0.808
Per class
Relative absolute error
0.4544
Root mean prior squared error
0.3143
Root mean squared error
0.1849
Root relative squared error
0.5883