Run
1836874

Run 1836874

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)_k5
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
0.9102
Per class
Confusion matrix
F measure
0.9023
Per class
Kappa
0.6942
KB relative information score
771416.457
Mean absolute error
0.1181
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9024
Per class
Predictive accuracy
0.9057
Prior entropy
1
Recall
0.9057
Per class
Relative absolute error
0.2362
Root mean prior squared error
0.5
Root mean squared error
0.2715
Root relative squared error
0.5431