Run
524509

Run 524509

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 17-02-2016 by Joaquin Vanschoren
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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)_a0.99

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
0.9458
Per class
Confusion matrix
F measure
0.896
Per class
Kappa
0.6699
KB relative information score
684921.1693
Mean absolute error
0.1707
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8988
Per class
Predictive accuracy
0.9017
Prior entropy
1
Recall
0.9017
Per class
Relative absolute error
0.3415
Root mean prior squared error
0.5
Root mean squared error
0.2772
Root relative squared error
0.5544