A Path to Random Forest

Challenge

The usual ways of teaching machine learning involve static visualizations are do not give a good sense of the process of the algorithm. We sought to make it clearer and more engaging.

Solution

We created an interactive visualization that is available at https://waternova.github.io/random-forest-viz/ . It uses animation and user interaction to improve learning outcomes.

Role

I led work on the visualization, while my partner led machine learning analysis.

Tools

d3.js, Python sklearn