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Fig. 3 | BMC Bioinformatics

Fig. 3

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

Fig. 3

Distribution of the confidence score for the prediction (CSP) on the BRAIN dataset and impact of using CSP for classification with rejection on the false discovery rate (FDR). From left to right and top to bottom: Histogram of the CSP, Kernel density estimation; FDR as a function of CSP after classification with rejection, rate of rejected samples as a function of CSP after classification with rejection. As expected for a pertinent confidence score, the FDR diminishes when using a higher CSP threshold for classification with rejection

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BMC Bioinformatics

ISSN: 1471-2105

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