Run
524539

Run 524539

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 Uploaded 17-02-2016 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)_a0.99

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
0.9615
Per class
Confusion matrix
F measure
0.8448
Per class
Kappa
0.7982
KB relative information score
506778.2102
Mean absolute error
0.2099
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8514
Per class
Predictive accuracy
0.8448
Prior entropy
2.3219
Recall
0.8448
Per class
Relative absolute error
0.656
Root mean prior squared error
0.4
Root mean squared error
0.284
Root relative squared error
0.71