Run
528410

Run 528410

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) 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
0.953
Per class
Confusion matrix
F measure
0.936
Per class
Kappa
0.863
KB relative information score
870681.3318
Mean absolute error
0.0647
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9399
Per class
Predictive accuracy
0.9354
Prior entropy
1
Recall
0.9354
Per class
Relative absolute error
0.1293
Root mean prior squared error
0.5
Root mean squared error
0.2522
Root relative squared error
0.5044