Run
524216

Run 524216

Task 2160 (Supervised Data Stream Classification) BNG(sonar) 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)_a0.999

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
0.8894
Per class
Confusion matrix
F measure
0.8106
Per class
Kappa
0.6193
KB relative information score
475430.2704
Mean absolute error
0.2793
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8108
Per class
Predictive accuracy
0.8109
Prior entropy
1
Recall
0.8109
Per class
Relative absolute error
0.5586
Root mean prior squared error
0.5
Root mean squared error
0.3656
Root relative squared error
0.7312