Table 3.
Summary of categorical features.
| Feature | Feature description | Levels |
|---|---|---|
| Operating Systems | Operating system of the machine of the online shopper | 8 |
| Browser | Browser of the online shopper | 13 |
| Location | Geographic location from which the browsing session has been started by the online shopper | 9 |
| Traffic Type | Traffic source by which the online shopper has reached to the Shopping site | 20 |
| Visitor Type | Three types: new_visitor, returning_visitor, and others | 3 |
| Weekend | Binary value representing whether the day of the browsing is weekend | 2 |
| Month | Month value of the browsing date | 12 |
| Revenue | Class label representing whether the visit has been finalized with a purchase or not | 2 |