supervised

A collection of 3 posts

Predicting Animal Shelter Outcomes

Predicting Animal Shelter Outcomes

I was preparing to give a talk for some important Veteran Advocacy Non-Profits here in DC the other day, and wanted to provide an easy to understand example of machine learning and classification.

Amazon Food Reviews, Part V

Amazon Food Reviews, Part V

In this final task, my goal is to predict the Amazon score (1 - 5) based on the reviews - a multiclass text classification problem. This post discusses the use of five pipeline

Classifying business documents

Classifying business documents

In a project two years ago, I wrote a basic Naive Bayes classification script, largely from this tutorial off of scikit-learn's site, which was pretty much all that I needed. I typically use