Run
1836692

Run 1836692

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 27-10-2016 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)_k2
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
0.875
Per class
Confusion matrix
F measure
0.9063
Per class
Kappa
0.7175
KB relative information score
804019
Mean absolute error
0.098
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9071
Per class
Predictive accuracy
0.9057
Prior entropy
1
Recall
0.9057
Per class
Relative absolute error
0.196
Root mean prior squared error
0.5
Root mean squared error
0.2798
Root relative squared error
0.5596