Run
1836863

Run 1836863

Task 6706 (Supervised Data Stream Classification) BNG(satimage) 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
0.9466
Per class
Confusion matrix
F measure
0.8337
Per class
Kappa
0.7956
KB relative information score
817226.3997
Mean absolute error
0.0647
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.838
Per class
Predictive accuracy
0.8348
Prior entropy
2.585
Recall
0.8348
Per class
Relative absolute error
0.233
Root mean prior squared error
0.3727
Root mean squared error
0.2034
Root relative squared error
0.5457