Binning is taking a continuous feature and introducing a column that categorizes it
When to Bin Manually
Bin manually when there is a boundary condition that is not obvious in the data. Examples:
- GPA: passing vs. failing
- Location: County
- MPG: Car type (electric vs. gas)