Run
524608

Run 524608

Task 120 (Supervised Data Stream Classification) BNG(anneal,nominal,1000000) Uploaded 17-02-2016 by Joaquin Vanschoren
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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)_a0.99

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
0.9879
Per class
Confusion matrix
F measure
0.942
Per class
Kappa
0.8577
KB relative information score
879546.4764
Mean absolute error
0.0539
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9421
Per class
Predictive accuracy
0.945
Prior entropy
2.585
Recall
0.945
Per class
Relative absolute error
0.1939
Root mean prior squared error
0.3727
Root mean squared error
0.1286
Root relative squared error
0.345