Run
529632

Run 529632

Task 2152 (Supervised Data Stream Classification) BNG(colic.ORIG) Uploaded 03-03-2016 by Jan van Rijn
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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
0.7493
Per class
Confusion matrix
F measure
0.7341
Per class
Kappa
0.3928
KB relative information score
534652.9182
Mean absolute error
0.2327
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7939
Per class
Predictive accuracy
0.7676
Prior entropy
1
Recall
0.7676
Per class
Relative absolute error
0.4655
Root mean prior squared error
0.5
Root mean squared error
0.4755
Root relative squared error
0.9511