Run
1837931

Run 1837931

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)_k5
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
0.9521
Per class
Confusion matrix
F measure
0.838
Per class
Kappa
0.8018
KB relative information score
810799.4791
Mean absolute error
0.0673
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8395
Per class
Predictive accuracy
0.84
Prior entropy
2.585
Recall
0.84
Per class
Relative absolute error
0.2422
Root mean prior squared error
0.3727
Root mean squared error
0.2013
Root relative squared error
0.5401