Words / R / Business

regularization

noun/ˌrɛɡjʊləraɪˈzeɪʃən/

B2CEFR level
60/100Rarity: rare
TechnicalRegister

A technique that penalises model complexity in order to prevent overfitting.

Adding regularization trimmed the marketing-mix model down to the handful of channels that actually drove sales.

Topic: Data & analytics in Business English

Rarity runs from 0 (a word everyone knows) to 100 (almost never seen outside specialist or literary writing). Level is the word's real difficulty on the CEFR scale, from A1 to C2.

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