What Occam’s Razor Means in Machine Learning

A practical explanation of this law of simplicity

Amol Mavuduru
Towards Data Science
5 min readAug 9, 2022

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Photo by Максим Рыжкин on Unsplash

“Everything should be made as simple as possible, but not simpler.”

— Albert Einstein

A while ago, I wrote an article about the No Free Lunch Theorem — a theorem inspired by philosophy that implies…

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