Run
1837694

Run 1837694

Task 178 (Supervised Data Stream Classification) BNG(trains) 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)_k2
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
0.9658
Per class
Confusion matrix
F measure
0.9391
Per class
Kappa
0.8782
KB relative information score
862285.5051
Mean absolute error
0.0689
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9392
Per class
Predictive accuracy
0.9391
Prior entropy
1
Recall
0.9391
Per class
Relative absolute error
0.1378
Root mean prior squared error
0.5
Root mean squared error
0.2217
Root relative squared error
0.4434