Run
528020

Run 528020

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 24-02-2016 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
0.8906
Per class
Confusion matrix
F measure
0.8378
Per class
Kappa
0.6798
KB relative information score
67030.0437
Mean absolute error
0.1599
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8588
Per class
Predictive accuracy
0.8399
Prior entropy
1
Recall
0.8399
Per class
Relative absolute error
0.3197
Root mean prior squared error
0.5
Root mean squared error
0.3919
Root relative squared error
0.7837