Fig. 5 | Scientific Reports

Fig. 5

From: The association between ten anthropometric measures and osteoporosis and osteopenia among postmenopausal women

Fig. 5

SHAP Analysis of Anthropometric Indicators in Predicting Osteoporosis and Osteopenia. (A, D) ROC curves comparing the performance of different machine learning models for predicting osteoporosis (A) and osteopenia (D). (B, E) Mean absolute SHAP values ranking the most influential features in the neural network (B) and logistic regression (E) models. (C, F) SHAP summary plots showing the distribution of SHAP values for each feature in the neural network (C) and logistic regression (F) models.

Back to article page