Run
1836983

Run 1836983

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) 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
0.9558
Per class
Confusion matrix
F measure
0.8749
Per class
Kappa
0.8137
KB relative information score
751990.2097
Mean absolute error
0.1323
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8763
Per class
Predictive accuracy
0.8757
Prior entropy
1.585
Recall
0.8757
Per class
Relative absolute error
0.2976
Root mean prior squared error
0.4714
Root mean squared error
0.261
Root relative squared error
0.5536