Run
524639

Run 524639

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)_a0.9

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
0.9832
Per class
Confusion matrix
F measure
0.9341
Per class
Kappa
0.8997
KB relative information score
749867.8868
Mean absolute error
0.1458
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.9346
Per class
Predictive accuracy
0.9341
Prior entropy
1.585
Recall
0.9341
Per class
Relative absolute error
0.3281
Root mean prior squared error
0.4714
Root mean squared error
0.2188
Root relative squared error
0.4642