Run
527411

Run 527411

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 22-02-2016 by Jan van Rijn
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Flow

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

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
0.9196
Per class
Confusion matrix
F measure
0.8483
Per class
Kappa
0.6903
KB relative information score
31364.7121
Mean absolute error
0.1546
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.849
Per class
Predictive accuracy
0.8479
Prior entropy
1
Recall
0.8479
Per class
Relative absolute error
0.3092
Root mean prior squared error
0.5
Root mean squared error
0.3631
Root relative squared error
0.7261