Run
1836826

Run 1836826

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)_k4
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
0.8639
Per class
Confusion matrix
F measure
0.7978
Per class
Kappa
0.5961
KB relative information score
558743.098
Mean absolute error
0.2248
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8015
Per class
Predictive accuracy
0.7977
Prior entropy
1
Recall
0.7977
Per class
Relative absolute error
0.4496
Root mean prior squared error
0.5
Root mean squared error
0.3872
Root relative squared error
0.7743