Run
1837994

Run 1837994

Task 6706 (Supervised Data Stream Classification) BNG(satimage) 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)_k6
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
0.9548
Per class
Confusion matrix
F measure
0.8366
Per class
Kappa
0.8004
KB relative information score
791937.2002
Mean absolute error
0.0757
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8383
Per class
Predictive accuracy
0.839
Prior entropy
2.585
Recall
0.839
Per class
Relative absolute error
0.2725
Root mean prior squared error
0.3727
Root mean squared error
0.2021
Root relative squared error
0.5424