Run
1836975

Run 1836975

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)_k6
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
0.8717
Per class
Confusion matrix
F measure
0.7994
Per class
Kappa
0.5985
KB relative information score
540027.1132
Mean absolute error
0.2366
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8017
Per class
Predictive accuracy
0.7992
Prior entropy
1
Recall
0.7992
Per class
Relative absolute error
0.4732
Root mean prior squared error
0.5
Root mean squared error
0.3806
Root relative squared error
0.7613