rubixml/dota2

Build a classifier to predict the outcome of Dota 2 games with the Naive Bayes algorithm and results from 102,944 sample games.

dota2's Issues

Create the tutorial!

Are you not so naive when it comes to Naive Bayes? We need you to take your knowledge and intuition and lay it down in a tutorial for an intermediate user to digest. Want to get fancy? Maybe mention something about the strong feature independence assumption and how that kinda but doesn't really matter too much IRL. Feeling creative? Include some charts! Oh and don't forget to include Bayes' Theorem, that's kinda important too.

Since we have both a training and validation script, we'll need to cover extraction, training, persisting, and cross-validation. You can use our other tutorials as a guide for structure and depth.