La reducció de dimensionalitat
Example: La reducció de dimensionalitat millora l'eficiència dels models d'IA complexos.
Definition
"La reducció de dimensionalitat" refers to a process in data analysis and artificial intelligence where the number of variables or features in a dataset is reduced. This technique simplifies models, improves computational efficiency, and helps reveal underlying patterns without significant loss of information.
Etymology
The phrase "la reducció de dimensionalitat" comes from Catalan, where "reducció" means reduction and "dimensionalitat" means dimensionality, derived from Latin roots. The term reflects the concept of decreasing the number of dimensions or features in data, a common practice in statistics and machine learning.
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"La reducció de dimensionalitat" appears in the Vocaplus list "Catalan - Data & AI - (A1-C2) - set 1", containing 110 commonly used words.
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