Feature Interaction

Learn how to add new features by feature interaction.

What is feature interaction?

Feature interaction is a method for new features by interacting with two or more existing features. In short, if you have two features of category types, you can create a new feature by joining them together, as shown in the image below.

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Notice: Similar operation also works on numerical features, but in different ways. ...

The advantages of feature interaction