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The impact of the radical urbanization index on depression risk among middle-aged and elderly Chinese: Evidence from a large-scale cross-sectional study

Fig 5

Comparative ROC curves of three classification models.

The x-axis represents the False Positive Rate (FPR), with a scale ranging from 0.0 to 1.0, and the y-axis represents the True Positive Rate (TPR). A) Performance metrics of the three Train Set classification models: Model 1 (AUC = 0.626), Model 2 (AUC = 0.707), and Model 3 (AUC = 0.729); B) Performance metrics of the three Test Set classification models: Model 1 (AUC = 0.641), Model 2 (AUC = 0.649), and Model 3 (AUC = 0.683).

Fig 5

doi: https://doi.org/10.1371/journal.pone.0338329.g005