The dimensionality reduction
Exemple: Dimensionality reduction simplifies data by reducing number of variables
Definició
"The dimensionality reduction" refers to a process in data analysis and machine learning that simplifies data by decreasing the number of variables or features while preserving essential information. It helps improve computational efficiency and visualization by transforming complex datasets into lower-dimensional forms.
Etimologia
The phrase "the dimensionality reduction" combines "dimensionality," derived from the Latin 'dimensio' meaning measurement, with "reduction," from Latin 'reductio' meaning a leading back or lessening. This term emerged in data science to describe methods that reduce the number of dimensions or variables in datasets for easier analysis.
Aprèn a utilitzar aquesta paraula de manera activa
"The dimensionality reduction" apareix a la llista de Vocaplus "Anglès - Dades i IA - (A1-C2) - part 1", que conté 110 paraules d'ús freqüent.
T'agradaria no només comprendre aquestes paraules, sinó també aprendre-les, recordar-les i utilitzar-les activament? Crea un compte gratuït i selecciona anglès com a idioma que vols aprendre.
Crea un compte gratuït
