Run
543686

Run 543686

Task 6707 (Supervised Data Stream Classification) BNG(wine) Uploaded 26-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k6
moa.BlastDecayed(1)_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
0.9714
Per class
Confusion matrix
F measure
0.9103
Per class
Kappa
0.8634
KB relative information score
736431.2968
Mean absolute error
0.1493
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.9146
Per class
Predictive accuracy
0.9107
Prior entropy
1.585
Recall
0.9107
Per class
Relative absolute error
0.3359
Root mean prior squared error
0.4714
Root mean squared error
0.2478
Root relative squared error
0.5257