Run
1837968

Run 1837968

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 29-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k6
moa.BlastDecayed(9)_ptrue

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
0.9828
Per class
Confusion matrix
F measure
0.9332
Per class
Kappa
0.9142
KB relative information score
873977.1659
Mean absolute error
0.0476
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9328
Per class
Predictive accuracy
0.9345
Prior entropy
2.8074
Recall
0.9345
Per class
Relative absolute error
0.1942
Root mean prior squared error
0.3499
Root mean squared error
0.1354
Root relative squared error
0.3869