There are several metrics allowing one to measure bias. We present a few here. Note that the specific context or model used in your project may mean that these definitions don’t apply. The following definitions will apply in regression tasks.
An example of how to measure bias in a regression problem in recruitment can be found in our notebook, which can be accessed here or downloaded as the following file: