Jan Hendrik Metzen

My personal blog on python and machine learning

Advice for applying Machine Learning

This post summarizes some recommendations on how to get started with machine learning on a new problem. This includes ways of visualizing your data, choosing a machine learning method suitable for the problem at hand, identifying and dealing with over- and underfitting, dealing with large (read: not very small) datasets, and pros-and-cons of different loss functions.