Run
1837896

Run 1837896

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)_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
0.9296
Per class
Confusion matrix
F measure
0.8787
Per class
Kappa
0.7541
KB relative information score
704628.5602
Mean absolute error
0.1531
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8789
Per class
Predictive accuracy
0.8789
Prior entropy
1
Recall
0.8789
Per class
Relative absolute error
0.3061
Root mean prior squared error
0.5
Root mean squared error
0.3087
Root relative squared error
0.6174