Run
502726

Run 502726

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 22-12-2015 by Jan van Rijn
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Flow

moa.WeightedEnsemble(1)Moa implementation of WeightedEnsemble
moa.WeightedEnsemble(1)_b,bayes.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
0.6624
Per class
Confusion matrix
F measure
0.6936
Per class
Kappa
0.2423
KB relative information score
373608.8427
Mean absolute error
0.325
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7422
Per class
Predictive accuracy
0.7441
Prior entropy
1
Recall
0.7441
Per class
Relative absolute error
0.65
Root mean prior squared error
0.5
Root mean squared error
0.446
Root relative squared error
0.892