tighter clustering
[ˈtaɪtər ˈklʌstərɪŋ]
noun
agrupamento mais compacto
1. A configuration where data points, objects, or groups are positioned closer together with reduced spacing or distance between them
The machine learning algorithm achieved tighter clustering of similar customers in the dataset.
O algoritmo de aprendizado de máquina alcançou um agrupamento mais compacto de clientes similares no conjunto de dados.
2. In statistics and data science, a state where elements within clusters have minimal intra-cluster distance
Tighter clustering indicates better data segmentation and more homogeneous groups.
O agrupamento mais compacto indica melhor segmentação de dados e grupos mais homogêneos.
3. In general usage, objects or elements arranged in a denser, more consolidated formation
The revised seating arrangement created tighter clustering of team members.
O novo arranjo de assentos criou um agrupamento mais compacto dos membros da equipe.
This is primarily a technical term used in data science, machine learning, and statistical analysis. It is widely used in both Brazilian and international English-speaking academic and professional contexts. The term reflects the globalization of technical vocabulary, with minimal regional variation in usage.
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