Run
524636

Run 524636

Task 6707 (Supervised Data Stream Classification) BNG(wine) 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)_a0.999

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
0.9836
Per class
Confusion matrix
F measure
0.9343
Per class
Kappa
0.9
KB relative information score
749151.8507
Mean absolute error
0.1465
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.9348
Per class
Predictive accuracy
0.9343
Prior entropy
1.585
Recall
0.9343
Per class
Relative absolute error
0.3296
Root mean prior squared error
0.4714
Root mean squared error
0.2184
Root relative squared error
0.4634