cluster assignment
[/ˈklʌstər əˈsaɪnmənt/]
nounpl: cluster assignments
atribuição de cluster
1. The process of assigning data points or objects to specific clusters in clustering analysis, a machine learning technique
The k-means algorithm performs cluster assignment by minimizing within-cluster variance.
O algoritmo k-means realiza a atribuição de cluster minimizando a variância dentro do cluster.
2. The result or outcome of allocating individual elements to groups based on similarity or distance metrics
After running the clustering algorithm, each data point received a cluster assignment.
Após executar o algoritmo de agrupamento, cada ponto de dados recebeu uma atribuição de cluster.
3. In distributed computing, the allocation of computational tasks or resources to specific cluster nodes
The job scheduler handles cluster assignment for distributed processing tasks.
O agendador de trabalhos gerencia a atribuição de cluster para tarefas de processamento distribuído.
This is primarily a technical term used in computer science, data science, and machine learning fields across both Brazil and the USA. It is domain-specific jargon with no casual or colloquial usage. In Brazilian universities and tech companies, the English term 'cluster assignment' is often used directly alongside Portuguese translations, reflecting the international nature of computer science terminology.
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