Run
528476

Run 528476

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) 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
0.9732
Per class
Confusion matrix
F measure
0.9278
Per class
Kappa
0.7966
KB relative information score
845082.3367
Mean absolute error
0.0778
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9442
Per class
Predictive accuracy
0.9238
Prior entropy
1
Recall
0.9238
Per class
Relative absolute error
0.1556
Root mean prior squared error
0.5
Root mean squared error
0.2699
Root relative squared error
0.5398