Run
1837960

Run 1837960

Task 6707 (Supervised Data Stream Classification) BNG(wine) Uploaded 29-10-2016 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)_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
0.9718
Per class
Confusion matrix
F measure
0.93
Per class
Kappa
0.8937
KB relative information score
887905.438
Mean absolute error
0.0576
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.93
Per class
Predictive accuracy
0.93
Prior entropy
1.585
Recall
0.93
Per class
Relative absolute error
0.1295
Root mean prior squared error
0.4714
Root mean squared error
0.1949
Root relative squared error
0.4135