Fig. 2 | Scientific Reports

Fig. 2

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

Fig. 2The alternative text for this image may have been generated using AI.

ORs and 95% CIs of admission for the average minimal daily apparent heat in the 7 days before admission (℃) below median (exposed) vs. above median by estimation method and model, Admissions data, n = 17,011, 2004–2009. The width of the shaded gray area is equal to the width of the bootstrap 95% CI for the LR estimate. 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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