Conformal Prediction for Machine Learning Classification -From the Ground Up

Conformal Prediction for Machine Learning Classification —From the Ground Up

Implementing conformal prediction for classification without need of bespoke packages

This blog post is inspired by Chris Molner’s book — Introduction to Conformal Prediction with Python. Chris is brilliant at making new machine learning techniques accessible to others. I’d especially also recommend his books on Explainable Machine Learning.

A GitHub repository with the full code may be found here: Conformal Prediction.

What is Conformal Prediction?

Conformal prediction is both …

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