Run
528453

Run 528453

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 02-03-2016 by Joaquin Vanschoren
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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
0.9283
Per class
Confusion matrix
F measure
0.8987
Per class
Kappa
0.7076
KB relative information score
788677.1351
Mean absolute error
0.1057
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.909
Per class
Predictive accuracy
0.8946
Prior entropy
1
Recall
0.8946
Per class
Relative absolute error
0.2115
Root mean prior squared error
0.5
Root mean squared error
0.3186
Root relative squared error
0.6372