Run
1837776

Run 1837776

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) 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)_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
0.8944
Per class
Confusion matrix
F measure
0.9054
Per class
Kappa
0.7045
KB relative information score
795623.016
Mean absolute error
0.1037
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9054
Per class
Predictive accuracy
0.9084
Prior entropy
1
Recall
0.9084
Per class
Relative absolute error
0.2074
Root mean prior squared error
0.5
Root mean squared error
0.2735
Root relative squared error
0.547