Run
528445

Run 528445

Task 2129 (Supervised Data Stream Classification) BNG(labor) 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
0.9516
Per class
Confusion matrix
F measure
0.9382
Per class
Kappa
0.8657
KB relative information score
875715.5737
Mean absolute error
0.0621
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9394
Per class
Predictive accuracy
0.9379
Prior entropy
1
Recall
0.9379
Per class
Relative absolute error
0.1243
Root mean prior squared error
0.5
Root mean squared error
0.2467
Root relative squared error
0.4935