Run
524258

Run 524258

Task 2129 (Supervised Data Stream Classification) BNG(labor) Uploaded 16-02-2016 by Jan van Rijn
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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
0.9764
Per class
Confusion matrix
F measure
0.9352
Per class
Kappa
0.8568
KB relative information score
745456.0782
Mean absolute error
0.1434
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9363
Per class
Predictive accuracy
0.9358
Prior entropy
1
Recall
0.9358
Per class
Relative absolute error
0.2868
Root mean prior squared error
0.5
Root mean squared error
0.2335
Root relative squared error
0.4669