Run
1836009

Run 1836009

Task 2160 (Supervised Data Stream Classification) BNG(sonar) Uploaded 27-10-2016 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)_g100
moa.BlastDecayed(9)_k1
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
0.808
Per class
Confusion matrix
F measure
0.8093
Per class
Kappa
0.6168
KB relative information score
618936
Mean absolute error
0.1905
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8093
Per class
Predictive accuracy
0.8095
Prior entropy
1
Recall
0.8095
Per class
Relative absolute error
0.3811
Root mean prior squared error
0.5
Root mean squared error
0.4365
Root relative squared error
0.873