consistent categorization
[/kənˈsɪstənt ˌkætəɡərɪˈzeɪʃən/]
nounfemininepl: consistent categorizations / categorizações consistentes
categorização consistente
1. The practice or process of organizing items, data, or concepts into categories in a uniform and reliable manner, maintaining the same criteria and standards throughout
The library implemented consistent categorization of books using the Dewey Decimal System.
A biblioteca implementou categorização consistente de livros usando o Sistema de Classificação Decimal de Dewey.
2. In taxonomy or data management, the systematic classification that produces reproducible and standardized results across different instances or operators
Consistent categorization is essential for machine learning models to function accurately.
A categorização consistente é essencial para que os modelos de aprendizado de máquina funcionem com precisão.
3. The alignment of classification methods so that similar items are placed in the same categories regardless of when or by whom the classification is performed
Quality control requires consistent categorization of products by defect type.
O controle de qualidade requer categorização consistente de produtos por tipo de defeito.
This term is predominantly used in academic, scientific, and business contexts in both Brazil and the USA. In Brazilian corporations and universities, 'categorização consistente' is critical for quality assurance, data science, and organizational management. The concept reflects professional standards and is often tied to ISO certifications and international best practices in data management and taxonomy development.
Related Idioms & Phrases
keeping things in the same bucket
following the same playbook
maintaining standards across the board
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