Run
502081

Run 502081

Task 120 (Supervised Data Stream Classification) BNG(anneal,nominal,1000000) Uploaded 18-12-2015 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(1)Moa implementation of WeightedEnsemble
moa.WeightedEnsemble(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.WeightedEnsemble(1)_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
0.988
Per class
Confusion matrix
F measure
0.942
Per class
Kappa
0.8577
KB relative information score
879854.0899
Mean absolute error
0.0537
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9422
Per class
Predictive accuracy
0.945
Prior entropy
2.585
Recall
0.945
Per class
Relative absolute error
0.1934
Root mean prior squared error
0.3727
Root mean squared error
0.1285
Root relative squared error
0.3448