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Fig. 4 | BMC Psychology

Fig. 4

From: Predicting depression and unravelling its heterogeneous influences in middle-aged and older people populations: a machine learning approach

Fig. 4

Predictive performance of the five machine learning models for depression. A ROC curves for the five machine learning models. The x-axis represents specificity (probability of a negative test given that the elderly did not have depression), and the y-axis represents sensitivity (probability of a positive test given that the elderly had depression). B Decision Curve Analysis for Five Machine Learning Models. The x-axis represents the threshold probability of depression, and the y-axis represents the net benefit.)

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