Run
528411

Run 528411

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 02-03-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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)_cfalse
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
0.8699
Per class
Confusion matrix
F measure
0.8634
Per class
Kappa
0.7128
KB relative information score
725649.6877
Mean absolute error
0.1372
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8643
Per class
Predictive accuracy
0.8629
Prior entropy
1
Recall
0.8629
Per class
Relative absolute error
0.2744
Root mean prior squared error
0.5
Root mean squared error
0.3681
Root relative squared error
0.7362