Run
528036

Run 528036

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) 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
0.9857
Per class
Confusion matrix
F measure
0.9488
Per class
Kappa
0.8523
KB relative information score
889953.4317
Mean absolute error
0.0559
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9575
Per class
Predictive accuracy
0.9467
Prior entropy
1
Recall
0.9467
Per class
Relative absolute error
0.1118
Root mean prior squared error
0.5
Root mean squared error
0.2179
Root relative squared error
0.4357