Run
1836895

Run 1836895

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)_k5
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
0.8685
Per class
Confusion matrix
F measure
0.8036
Per class
Kappa
0.6054
KB relative information score
550255.3872
Mean absolute error
0.2302
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8035
Per class
Predictive accuracy
0.8036
Prior entropy
1
Recall
0.8036
Per class
Relative absolute error
0.4604
Root mean prior squared error
0.5
Root mean squared error
0.3836
Root relative squared error
0.7673