Run
1836753

Run 1836753

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 28-10-2016 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)_k3
moa.BlastDecayed(9)_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
0.9113
Per class
Confusion matrix
F measure
0.8763
Per class
Kappa
0.7557
KB relative information score
861640.2913
Mean absolute error
0.054
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8759
Per class
Predictive accuracy
0.8785
Prior entropy
2.3219
Recall
0.8785
Per class
Relative absolute error
0.1687
Root mean prior squared error
0.4
Root mean squared error
0.2033
Root relative squared error
0.5082