Run
524516

Run 524516

Task 197 (Supervised Data Stream Classification) RandomRBF_50_1E-3 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
0.9439
Per class
Confusion matrix
F measure
0.7972
Per class
Kappa
0.7377
KB relative information score
387514.7003
Mean absolute error
0.2453
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8081
Per class
Predictive accuracy
0.799
Prior entropy
2.3219
Recall
0.799
Per class
Relative absolute error
0.7666
Root mean prior squared error
0.4
Root mean squared error
0.3198
Root relative squared error
0.7995