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Fig. 5 | BMC Medical Informatics and Decision Making

Fig. 5

From: Application and interpretation of machine learning models in predicting the risk of severe obstructive sleep apnea in adults

Fig. 5

SHAP force plot to illustrate the model predicting severe OSA at the individual level

Red and blue bars, respectively, represent the positive and negative effects of each predictor contributing to the occurrence of the outcome. The extent of the impact is represented by the size of the bar. ESS, Epworth Sleepiness Scale; BQ, Berlin questionnaire; BMI, body mass index; and SBQ, STOP-BANG questionnaire

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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