Run
502797

Run 502797

Task 6707 (Supervised Data Stream Classification) BNG(wine) Uploaded 22-12-2015 by Jan van Rijn
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Flow

moa.WeightedEnsemble(1)Moa implementation of WeightedEnsemble
moa.WeightedEnsemble(1)_b,bayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.WeightedEnsemble(1)_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
0.9836
Per class
Confusion matrix
F measure
0.9342
Per class
Kappa
0.8999
KB relative information score
749227.0987
Mean absolute error
0.1464
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.9347
Per class
Predictive accuracy
0.9342
Prior entropy
1.585
Recall
0.9342
Per class
Relative absolute error
0.3295
Root mean prior squared error
0.4714
Root mean squared error
0.2185
Root relative squared error
0.4634