Run
527993

Run 527993

Task 160 (Supervised Data Stream Classification) BNG(mushroom) Uploaded 24-02-2016 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.StackingAttempt_NaiveBayes(1)Moa implementation of StackingAttempt
moa.StackingAttempt_NaiveBayes(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_NaiveBayes(1)_mmoa.classifiers.bayes.NaiveBayes
moa.StackingAttempt_NaiveBayes(1)_cfalse

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
0.9955
Per class
Confusion matrix
F measure
0.9796
Per class
Kappa
0.9592
KB relative information score
959538.1068
Mean absolute error
0.0203
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.98
Per class
Predictive accuracy
0.9797
Prior entropy
1
Recall
0.9797
Per class
Relative absolute error
0.0406
Root mean prior squared error
0.5
Root mean squared error
0.1351
Root relative squared error
0.2703