Run
528190

Run 528190

Task 175 (Supervised Data Stream Classification) BNG(spambase) 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
0.5843
Per class
Confusion matrix
F measure
0.5929
Per class
Kappa
0.1883
KB relative information score
329433.9864
Mean absolute error
0.3353
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7193
Per class
Predictive accuracy
0.6647
Prior entropy
1
Recall
0.6647
Per class
Relative absolute error
0.6706
Root mean prior squared error
0.5
Root mean squared error
0.5784
Root relative squared error
1.1568