Fig. 3 | Scientific Reports

Fig. 3

From: Estimating the odds ratio from the output scores of machine learning models: possibilities and limitations

Fig. 3The alternative text for this image may have been generated using AI.

ORs and 95% CIs of infant obesity for quintiles of average daily ambient temperature during pregnancy (℃) by estimation method and model, Infants’ data, n = 160,000, 2011–2018. The width of the shaded gray area is equal to the width of the LR bootstrap 95% CI. Black arrows indicate truncated values. The x-axis is shown using a log scale. GMO, geometric mean of odds; GB, gradient boosting; IsoReg, isotonic regression; LR, logistic regression; OMP, odds of the mean prediction; ParDepFun, partial dependence functions; RF, random forest.

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