Run
528569

Run 528569

Task 160 (Supervised Data Stream Classification) BNG(mushroom) Uploaded 03-03-2016 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
0.985
Per class
Confusion matrix
F measure
0.9812
Per class
Kappa
0.9623
KB relative information score
962350.3397
Mean absolute error
0.0188
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9816
Per class
Predictive accuracy
0.9812
Prior entropy
1
Recall
0.9812
Per class
Relative absolute error
0.0377
Root mean prior squared error
0.5
Root mean squared error
0.1361
Root relative squared error
0.2722