Run
1836817

Run 1836817

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)_k4
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
0.9076
Per class
Confusion matrix
F measure
0.9063
Per class
Kappa
0.7147
KB relative information score
786641.2898
Mean absolute error
0.1092
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9061
Per class
Predictive accuracy
0.9065
Prior entropy
1
Recall
0.9065
Per class
Relative absolute error
0.2184
Root mean prior squared error
0.5
Root mean squared error
0.2697
Root relative squared error
0.5393