Run
572081

Run 572081

Task 6707 (Supervised Data Stream Classification) BNG(wine) Uploaded 06-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.9999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.9485
Per class
Confusion matrix
F measure
0.9327
Per class
Kappa
0.8979
KB relative information score
907893.061
Mean absolute error
0.0449
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.9327
Per class
Predictive accuracy
0.9327
Prior entropy
1.585
Recall
0.9327
Per class
Relative absolute error
0.1009
Root mean prior squared error
0.4714
Root mean squared error
0.2118
Root relative squared error
0.4493