ML: Hypothesis Testing

Jeheonpark
Sep 8, 2020 · 5 min read

As data scientists, we need to know the proper way to build a hypothesis and test it with the tools that we learn. This post will guide you to build a proper and solid hypothesis.

Minimum Description Length (MDL)

This is a simple concept. It means if you want to build a precise model, then the model will have small errors but it will have also the complexity of the model. If you want to build a simple model, then the model will have high errors. Always, the model complexity and the precision of the model is a trade-off because more bits are…