Run
528428

Run 528428

Task 200 (Supervised Data Stream Classification) SEA(50000) 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
0.8665
Per class
Confusion matrix
F measure
0.8602
Per class
Kappa
0.7061
KB relative information score
719131.6599
Mean absolute error
0.1405
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8611
Per class
Predictive accuracy
0.8597
Prior entropy
1
Recall
0.8597
Per class
Relative absolute error
0.2809
Root mean prior squared error
0.5
Root mean squared error
0.3726
Root relative squared error
0.7453