Run
529611

Run 529611

Task 6707 (Supervised Data Stream Classification) BNG(wine) Uploaded 03-03-2016 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.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,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
0.9495
Per class
Confusion matrix
F measure
0.934
Per class
Kappa
0.8998
KB relative information score
909581.1246
Mean absolute error
0.044
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.934
Per class
Predictive accuracy
0.934
Prior entropy
1.585
Recall
0.934
Per class
Relative absolute error
0.0991
Root mean prior squared error
0.4714
Root mean squared error
0.2098
Root relative squared error
0.4451