Run
1838129

Run 1838129

Task 6707 (Supervised Data Stream Classification) BNG(wine) Uploaded 30-10-2016 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)_k7
moa.BlastDecayed(9)_ptrue

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
0.9725
Per class
Confusion matrix
F measure
0.9298
Per class
Kappa
0.8931
KB relative information score
762045.0307
Mean absolute error
0.1365
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.9304
Per class
Predictive accuracy
0.9297
Prior entropy
1.585
Recall
0.9297
Per class
Relative absolute error
0.307
Root mean prior squared error
0.4714
Root mean squared error
0.2329
Root relative squared error
0.4941