Run
524573

Run 524573

Task 194 (Supervised Data Stream Classification) RandomRBF_0_0 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
0.9778
Per class
Confusion matrix
F measure
0.8805
Per class
Kappa
0.8446
KB relative information score
689045.7407
Mean absolute error
0.142
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.882
Per class
Predictive accuracy
0.88
Prior entropy
2.3219
Recall
0.88
Per class
Relative absolute error
0.4438
Root mean prior squared error
0.4
Root mean squared error
0.2179
Root relative squared error
0.5448