Confidence Calibration for Systems with Cascaded Predictive Modules

Yunye Gong, Yi Yao, Xiao Lin +2

Existing conformal prediction algorithms estimate prediction intervals at target confidence levels to characterize the performance of a regression model on new test samples. Howeve…