Using the 'What-If Tool' to Investigate Machine Learning Models

Let's now explore the capabilities of the WIT tool with an example. The example has been taken from the demos provided on the website and is called Income Classification wherein we need to predict whether a person earns more than $50k a year, based on their census information. The Dataset belongs to the UCI Census dataset consisting of a number of attributes such as age, marital status and education level. Let's begin by doing some Exploration of the dataset. Here is a link to the web Demo for following along.