Update Column Encoding

For any Machine learning model the data is supposed to be in numerical format. Update column Encoding processor allows you to encode your columns into numerical format necessary for the model building.

The view that comes up when you click on Update column encoding would look like the one below

The sub views you see under this view are :

1. Add Items: Add Items allows you to choose as many as columns you wish to encode.
2. Select any column you wish to encode under Select Column.
3. Once you select your column you will get another option called Encoder Type which allows you to choose any of the available encoding type.

Supported Encoding Types are :

• one Hot Encoder
• Laber Encoder
• MultiLabel Binarizer

4. Click on Create when you finish the step to create all encoding columns