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Fig. 5 | BMC Medical Informatics and Decision Making

Fig. 5

From: An effective multi-step feature selection framework for clinical outcome prediction using electronic medical records

Fig. 5

Validation of the effectiveness of multi-step feature selection, including receiver operating characteristic curves (a, d), precision-recall curves (b, e), and calibration plots (c, f), feature number (g), and decision curves (h, i) based on different feature selection steps. (FS, feature selection; BFSM, before-FS model; AFSM-1, after-FS-step-1 model; AFSM-2, after-FS-step-2 model; AFSM-3, after-FS-step-3 model)

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