Run
528427

Run 528427

Task 199 (Supervised Data Stream Classification) SEA(50) 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
0.8697
Per class
Confusion matrix
F measure
0.863
Per class
Kappa
0.7121
KB relative information score
724876.8921
Mean absolute error
0.1376
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8639
Per class
Predictive accuracy
0.8625
Prior entropy
1
Recall
0.8625
Per class
Relative absolute error
0.2752
Root mean prior squared error
0.5
Root mean squared error
0.3687
Root relative squared error
0.7373