Run
1837858

Run 1837858

Task 2160 (Supervised Data Stream Classification) BNG(sonar) 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)_k4
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
0.8683
Per class
Confusion matrix
F measure
0.8117
Per class
Kappa
0.6215
KB relative information score
560029.6817
Mean absolute error
0.2242
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8117
Per class
Predictive accuracy
0.8118
Prior entropy
1
Recall
0.8118
Per class
Relative absolute error
0.4484
Root mean prior squared error
0.5
Root mean squared error
0.3866
Root relative squared error
0.7732