Run
524206

Run 524206

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 15-02-2016 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.WeightedEnsemble(2)Moa implementation of WeightedEnsemble
moa.WeightedEnsemble(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.WeightedEnsemble(2)_a0.99

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
0.9742
Per class
Confusion matrix
F measure
0.8066
Per class
Kappa
0.7825
KB relative information score
704032.4523
Mean absolute error
0.0898
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.806
Per class
Predictive accuracy
0.8082
Prior entropy
3.1699
Recall
0.8082
Per class
Relative absolute error
0.4545
Root mean prior squared error
0.3143
Root mean squared error
0.1845
Root relative squared error
0.5871