Run
543850

Run 543850

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 29-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k6
moa.BlastDecayed(1)_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
0.9176
Per class
Confusion matrix
F measure
0.9053
Per class
Kappa
0.7035
KB relative information score
758709.2346
Mean absolute error
0.1258
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9055
Per class
Predictive accuracy
0.9085
Prior entropy
1
Recall
0.9085
Per class
Relative absolute error
0.2516
Root mean prior squared error
0.5
Root mean squared error
0.2715
Root relative squared error
0.543