Run
528412

Run 528412

Task 2152 (Supervised Data Stream Classification) BNG(colic.ORIG) Uploaded 02-03-2016 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)_cfalse
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
0.7487
Per class
Confusion matrix
F measure
0.7217
Per class
Kappa
0.3661
KB relative information score
518412.0861
Mean absolute error
0.2409
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7899
Per class
Predictive accuracy
0.7597
Prior entropy
1
Recall
0.7597
Per class
Relative absolute error
0.4819
Root mean prior squared error
0.5
Root mean squared error
0.482
Root relative squared error
0.9641