Introduction to PAC Learning

What is “learning” and do we have a formal model for it? I’ve decided to dive into the theoretical underpinnings of machine-learning, so here’s a quick introduction to...

Machine-learning

Polynomial basis expansion

Polynomial basis expansion, also called polynomial features augmentation, is part of the machine-learning preprocessing. It consists in adding powers of the input’s components to the input vector.

Machine-learning