Run
1837175

Run 1837175

Task 2160 (Supervised Data Stream Classification) BNG(sonar) 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
0.8759
Per class
Confusion matrix
F measure
0.8056
Per class
Kappa
0.6091
KB relative information score
522276.5581
Mean absolute error
0.248
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8059
Per class
Predictive accuracy
0.8059
Prior entropy
1
Recall
0.8059
Per class
Relative absolute error
0.4959
Root mean prior squared error
0.5
Root mean squared error
0.3757
Root relative squared error
0.7514