📚 node [[synthetic_feature|synthetic feature]]
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📓 garden/KGBicheno/Artificial Intelligence/Introduction to AI/Week 3 - Introduction/Definitions/Synthetic_Feature.md by @KGBicheno

synthetic feature

Go back to the [[AI Glossary]]

A feature not present among the input features, but created from one or more of them. Kinds of synthetic features include:

Bucketing a continuous feature into range bins.
Multiplying (or dividing) one feature value by other feature value(s) or by itself.
Creating a feature cross.

Features created by normalizing or scaling alone are not considered synthetic features.

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