Run
528414

Run 528414

Task 2229 (Supervised Data Stream Classification) BNG(tic-tac-toe) 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
0.7729
Per class
Confusion matrix
F measure
0.7268
Per class
Kappa
0.4097
KB relative information score
17411.7749
Mean absolute error
0.2793
Mean prior absolute error
0.5
Number of instances
39366
Per class
Precision
0.7349
Per class
Predictive accuracy
0.7228
Prior entropy
1
Recall
0.7228
Per class
Relative absolute error
0.5586
Root mean prior squared error
0.5
Root mean squared error
0.5121
Root relative squared error
1.0242