Might mean (unverified): Transforming raw data into features.
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We found one dictionary that defines the word featurization:

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  1. featurization: Wiktionary

Definitions from Wiktionary (featurization)

noun:  (linguistics, computing) The development of additional features.
noun:  The adaptation of a serial etc. into a feature film.

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