De feature-engineering
Example: Feature-engineering is essentieel voor het verbeteren van modellen.
Definition
"Feature-engineering" refers to the process in data science and artificial intelligence of creating, modifying, or selecting features from raw data to improve the performance of machine learning models. It is essential for enhancing model accuracy and predictive power.
Etymology
The term "feature-engineering" combines 'feature,' meaning an individual measurable property or characteristic, with 'engineering,' denoting the application of scientific principles. It emerged in the field of data science to describe the systematic crafting of input variables for models.
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"De feature-engineering" appears in the Vocaplus list "Dutch - Data & AI - (A1-C2) - set 1", containing 110 commonly used words.
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feature engineering