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Fig. 3 | Respiratory Research

Fig. 3

From: Advancing accuracy in breath testing for lung cancer: strategies for improving diagnostic precision in imbalanced data

Fig. 3

Summary receiver operating characteristic (SROC) curve showing the diagnostic test accuracy for excluding smokers and including smokers. This figure shows summary receiver operating characteristic (SROC) curves for excluding smokers and including smokers. Scatter points are the accuracy obtained from different machine learning models. The ellipsoid confidence region depicts the 95% confidence region in the SROC space for the summary point estimate of diagnostic performance

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