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Table 7 AUG results of classifiers

From: Classification of premalignant pancreatic cancer mass-spectrometry data using decision tree ensembles

Algorithm

AUG

Algorithm

AUG

Algorithm

AUG

Algorithm

AUG

C4.5

0.5625

Logitboost

0.8438

Bayes Net

0.8563

RBFnet

0.9

Random Forest

0.9375

Stacking

0.5625

Logistic

0.925

SVM

0.7

Random Tree

0.825

Adaboost

0.85

Neural Network

0.85

  

Bagging

0.85

Multiboost

0.875

Naïve Bayes

0.8875

  
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BMC Bioinformatics

ISSN: 1471-2105

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