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Feature cross: Difference between revisions

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{{see also|Machine learning terms}}
{{see also|Machine learning terms}}
==Introduction==
==Introduction==
[[Machine learning]] [[algorithm]]s rely heavily on [[features]] to extract useful information from [[data]]. [[Feature engineering]] is the process of selecting and manipulating raw data to create new ones that better depict patterns and relationships present in it. One advanced feature engineering technique used is [[feature crossing]].
[[Machine learning]] [[algorithm]]s rely heavily on [[feature]]s to extract useful information from [[data]]. [[Feature engineering]] is the process of selecting and manipulating raw data to create new ones that better depict patterns and relationships present in it. One advanced feature engineering technique used is [[feature crossing]].


==What is Feature Crossing?==
==What is Feature Crossing?==