How to peek inside a black box model — Understand Partial Dependence Plots

In this post, we will be learning a tool to reveal the working mechanism of a black box model. But before we start, let talk about something else.

Neural Network Feature Importance and Feature Effect with Simple Scientific Trick

Let’s take a look at how we can generate feature importance and feature impact for neural networks to better understand “the black box”.In this article, let's show you a simple trick that scientists use all the time to understand and explain the natural world around us, called “Ceteris Paribus”, which translates as “Other things held constant."