Practical Conformal Prediction with Python: Build Reliable and Trustworthy AI with Uncertainty Quantification, Prediction Intervals, Model Calibration, and Conformal Prediction in Python

Sinopsis del libro

Most machine learning models tell you what they predict, but few tell you how much to trust that prediction. Practical Conformal Prediction with Python changes that — presenting Conformal Prediction(CP) as a robust, distribution-free, model-agnostic framework for generating statistically valid confidence intervals…