Run
524527

Run 524527

Task 188 (Supervised Data Stream Classification) CovPokElec 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
0.9347
Per class
Confusion matrix
F measure
0.8098
Per class
Kappa
0.6826
KB relative information score
1153550.9039
Mean absolute error
0.065
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.8152
Per class
Predictive accuracy
0.8166
Prior entropy
3.3219
Recall
0.8166
Per class
Relative absolute error
0.3612
Root mean prior squared error
0.3
Root mean squared error
0.1664
Root relative squared error
0.5546