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Fig. 4 | BMC Bioinformatics

Fig. 4

From: A dropout-regularized classifier development approach optimized for precision medicine test discovery from omics data

Fig. 4

a AUC averaged over development subset realizations as assessed for the development set via within subset out-of-bag estimates (Dev Subset OOB) and for the independent validation set (Val). Error bars show standard error. b Proportion of development subset realizations with larger AUC for DRC than for RF as a function of development subset size for out-of-bag assessment within development subset (Dev Subset OOB), whole development set (OOB for samples used in training) and for the independent validation set (Val)

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BMC Bioinformatics

ISSN: 1471-2105

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