Run
1835766

Run 1835766

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)_a0.9
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
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
0.7711
Per class
Confusion matrix
F measure
0.7725
Per class
Kappa
0.5429
KB relative information score
545412
Mean absolute error
0.2273
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7725
Per class
Predictive accuracy
0.7727
Prior entropy
1
Recall
0.7727
Per class
Relative absolute error
0.4546
Root mean prior squared error
0.5
Root mean squared error
0.4768
Root relative squared error
0.9535