Run
524243

Run 524243

Task 178 (Supervised Data Stream Classification) BNG(trains) 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
0.9805
Per class
Confusion matrix
F measure
0.9252
Per class
Kappa
0.8504
KB relative information score
734180.3082
Mean absolute error
0.1477
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9254
Per class
Predictive accuracy
0.9252
Prior entropy
1
Recall
0.9252
Per class
Relative absolute error
0.2954
Root mean prior squared error
0.5
Root mean squared error
0.2376
Root relative squared error
0.4751