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Fit calibration model using GAM

Usage

fit_calibration_gam(Y_cal, Yhat_cal, k = 10)

Arguments

Y_cal

Vector of true labels on the calibration set.

Yhat_cal

Vector of surrogate predictions on the calibration set.

k

Maximum basis dimension for the smooth term.

Value

A function that maps new surrogate values to calibrated predictions.