La reducción de dimensionalidad
Example: La reducción de dimensionalidad mejora el análisis de grandes datos.
Definition
"La reducción de dimensionalidad" refers to the process in data science and artificial intelligence of simplifying a dataset by reducing the number of random variables under consideration, making it easier to analyze large datasets and improve model performance without losing significant information.
Etymology
The phrase "la reducción de dimensionalidad" comes from Spanish, where "reducción" means reduction, and "dimensionalidad" relates to dimension, which originates from the Latin word "dimensio" meaning measurement. Together, they describe the concept of reducing dimensions in data, a crucial step in machine learning and data analysis.
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"La reducción de dimensionalidad" appears in the Vocaplus list "Spanish - Data & AI - (A1-C2) - set 1", containing 110 commonly used words.
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dimensionality reduction