OpenML
528277

Run 528277

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)_ctrue
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
0.9052
Per class
Confusion matrix
F measure
0.8538
Per class
Kappa
0.7021
KB relative information score
31974.5746
Mean absolute error
0.1473
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8552
Per class
Predictive accuracy
0.8534
Prior entropy
1
Recall
0.8534
Per class
Relative absolute error
0.2946
Root mean prior squared error
0.5
Root mean squared error
0.3727
Root relative squared error
0.7454