Run
524254

Run 524254

Task 197 (Supervised Data Stream Classification) RandomRBF_50_1E-3 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
0.9385
Per class
Confusion matrix
F measure
0.7824
Per class
Kappa
0.7183
KB relative information score
390485.8839
Mean absolute error
0.2441
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7966
Per class
Predictive accuracy
0.7841
Prior entropy
2.3219
Recall
0.7841
Per class
Relative absolute error
0.7627
Root mean prior squared error
0.4
Root mean squared error
0.3196
Root relative squared error
0.7991