Run
524587

Run 524587

Task 2166 (Supervised Data Stream Classification) BNG(vowel) Uploaded 17-02-2016 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)_a0.9

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
0.9501
Per class
Confusion matrix
F measure
0.7021
Per class
Kappa
0.6729
KB relative information score
570461.3924
Mean absolute error
0.1051
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.7027
Per class
Predictive accuracy
0.7027
Prior entropy
3.4594
Recall
0.7027
Per class
Relative absolute error
0.6359
Root mean prior squared error
0.2875
Root mean squared error
0.209
Root relative squared error
0.7269