Run
1837725

Run 1837725

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)_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
0.8484
Per class
Confusion matrix
F measure
0.8093
Per class
Kappa
0.6168
KB relative information score
586814.3771
Mean absolute error
0.2067
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8094
Per class
Predictive accuracy
0.8095
Prior entropy
1
Recall
0.8095
Per class
Relative absolute error
0.4135
Root mean prior squared error
0.5
Root mean squared error
0.401
Root relative squared error
0.8021