Run
1836706

Run 1836706

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)_g1
moa.BlastDecayed(9)_k2
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
0.8452
Per class
Confusion matrix
F measure
0.7924
Per class
Kappa
0.5879
KB relative information score
585841
Mean absolute error
0.2071
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8023
Per class
Predictive accuracy
0.7927
Prior entropy
1
Recall
0.7927
Per class
Relative absolute error
0.4142
Root mean prior squared error
0.5
Root mean squared error
0.4014
Root relative squared error
0.8029