Figure 5 | Scientific Reports

Figure 5

From: Predicting women with depressive symptoms postpartum with machine learning methods

Figure 5

Ranked importance of the assessed variables using the Extremely Randomized Trees (XRT) models in the combined dataset, considering the women with different previous depression status. Results presented for all women (A), All women (n = 2385), (B) women with depression during current pregnancy or earlier in life (Previous/pregnancy depression, n = 971), and (C) women without any previous depression episode (No previous depression, n = 1414). The graphs depict the variable importance as a relative measure that is scaled to a maximum of 1.0. The x-axis represents the relative contribution to the classification algorithm of the corresponding feature on the y-axis.

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