Run
524289

Run 524289

Task 6706 (Supervised Data Stream Classification) BNG(satimage) 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
0.9741
Per class
Confusion matrix
F measure
0.8421
Per class
Kappa
0.8079
KB relative information score
752311.1532
Mean absolute error
0.0964
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8415
Per class
Predictive accuracy
0.8447
Prior entropy
2.585
Recall
0.8447
Per class
Relative absolute error
0.3471
Root mean prior squared error
0.3727
Root mean squared error
0.198
Root relative squared error
0.5312