Run
1838020

Run 1838020

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) 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)_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
0.9334
Per class
Confusion matrix
F measure
0.8739
Per class
Kappa
0.7439
KB relative information score
638741.0553
Mean absolute error
0.1936
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8764
Per class
Predictive accuracy
0.8748
Prior entropy
1
Recall
0.8748
Per class
Relative absolute error
0.3871
Root mean prior squared error
0.5
Root mean squared error
0.312
Root relative squared error
0.624