Run
524580

Run 524580

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 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)_a0.999

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
0.9682
Per class
Confusion matrix
F measure
0.8284
Per class
Kappa
0.7788
KB relative information score
631798.3634
Mean absolute error
0.1594
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8338
Per class
Predictive accuracy
0.8302
Prior entropy
2.3219
Recall
0.8302
Per class
Relative absolute error
0.4982
Root mean prior squared error
0.4
Root mean squared error
0.2409
Root relative squared error
0.6021