Run
527955

Run 527955

Task 2244 (Supervised Data Stream Classification) adult Uploaded 24-02-2016 by Joaquin Vanschoren
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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
0.8507
Per class
Confusion matrix
F measure
0.8406
Per class
Kappa
0.5662
KB relative information score
32804.5765
Mean absolute error
0.1654
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8423
Per class
Predictive accuracy
0.8392
Prior entropy
1
Recall
0.8392
Per class
Relative absolute error
0.3308
Root mean prior squared error
0.5
Root mean squared error
0.3804
Root relative squared error
0.7609