Machine Learning for Data Mining

Using graphs to interpret machine learning models

In this section, we're going to see how to use graphs to interpret the results of a machine learning model. Specifically, it's important to know what kind of data you have, because the type of data will determine the type of graph that you can create. This graph will then help you understand what goes into the predictions of a machine learning model. We will also understand how a machine learning model uses these different variables for the predictions and eventually use these predictions for our final interpretation.

For example, when we have an outcome variable that is a categorical variable and our predictor is also a categorical variable, we can use a bar chart or a web plot. We can use ...