Run
528452

Run 528452

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) 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
0.9506
Per class
Confusion matrix
F measure
0.9332
Per class
Kappa
0.8571
KB relative information score
864837.0195
Mean absolute error
0.0676
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9376
Per class
Predictive accuracy
0.9325
Prior entropy
1
Recall
0.9325
Per class
Relative absolute error
0.1352
Root mean prior squared error
0.5
Root mean squared error
0.2578
Root relative squared error
0.5156