Run
524253

Run 524253

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 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
0.9601
Per class
Confusion matrix
F measure
0.8407
Per class
Kappa
0.7928
KB relative information score
507139.361
Mean absolute error
0.2096
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8478
Per class
Predictive accuracy
0.8407
Prior entropy
2.3219
Recall
0.8407
Per class
Relative absolute error
0.6549
Root mean prior squared error
0.4
Root mean squared error
0.2843
Root relative squared error
0.7108