Run
528276

Run 528276

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 29-02-2016 by Jan van Rijn
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Flow

moa.StackingAttemptV2_NaiveBayes(1)Moa implementation of StackingAttemptV2
moa.StackingAttemptV2_NaiveBayes(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttemptV2_NaiveBayes(1)_mmoa.classifiers.bayes.NaiveBayes
moa.StackingAttemptV2_NaiveBayes(1)_cfalse
moa.StackingAttemptV2_NaiveBayes(1)_hfalse

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
0.9173
Per class
Confusion matrix
F measure
0.8585
Per class
Kappa
0.7125
KB relative information score
32394.601
Mean absolute error
0.1427
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8617
Per class
Predictive accuracy
0.8578
Prior entropy
1
Recall
0.8578
Per class
Relative absolute error
0.2855
Root mean prior squared error
0.5
Root mean squared error
0.3654
Root relative squared error
0.7309