Skip to main content

Table 4 BRAIN dataset Accuracy using 3 seeds and 4-fold cross validation: comparison with PLS-DA, Random Forest and best SVM

From: Primal-dual for classification with rejection (PD-CR): a novel method for classification and feature selection—an application in metabolomics studies

BRAIN

PD-CR

PD-CR \(\ell _2\)

PLS-DA

RF (100 trees)

RF (400 trees)

SVM

Accuracy \(\%\)

92.04

90.9

84.09

88.63

89.39

87.78

AUC

92.08

–

84.33

88.70

89.02

88.53

Back to article page

BMC Bioinformatics

ISSN: 1471-2105

Contact us