Dataman in AI
Published in

Dataman in AI

How Is the Partial Dependence Plot Computed?

In a linear regression, the relationship between the target and a feature can be easily observed by the sign of the coefficient. How can we discover the relationships between the target and variables in a machine learning model? The solution is the Partial Dependence Plot (PDP). It shows the marginal effect that one or two features have on the predicted outcome. It shows whether the relationship between the…

--

--

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store