Run
524235

Run 524235

Task 160 (Supervised Data Stream Classification) BNG(mushroom) Uploaded 16-02-2016 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
0.9983
Per class
Confusion matrix
F measure
0.9822
Per class
Kappa
0.9644
KB relative information score
857406.3613
Mean absolute error
0.0852
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9824
Per class
Predictive accuracy
0.9822
Prior entropy
1
Recall
0.9822
Per class
Relative absolute error
0.1705
Root mean prior squared error
0.5
Root mean squared error
0.1446
Root relative squared error
0.2891