Run
1837039

Run 1837039

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 28-10-2016 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)_k7
moa.BlastDecayed(9)_pfalse

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
0.9223
Per class
Confusion matrix
F measure
0.8725
Per class
Kappa
0.7416
KB relative information score
591254.5258
Mean absolute error
0.221
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.873
Per class
Predictive accuracy
0.8729
Prior entropy
1
Recall
0.8729
Per class
Relative absolute error
0.442
Root mean prior squared error
0.5
Root mean squared error
0.3225
Root relative squared error
0.6449