single-level classifier
[/ˈsɪŋɡəl ˈlɛvəl ˈklæsɪfaɪər/]
nounpl: single-level classifiers
classificador de nível único
1. A machine learning or statistical model that performs classification tasks using a single hierarchical level or stage, typically making direct decisions without intermediate layers or cascading processes
The single-level classifier was trained to distinguish between spam and legitimate emails in one direct step.
O classificador de nível único foi treinado para distinguir entre e-mails de spam e legítimos em uma única etapa direta.
2. In taxonomy or organizational systems, a classification scheme that uses only one categorical level rather than a hierarchical structure with multiple levels
The library implemented a single-level classifier system that organized books by genre only.
A biblioteca implementou um sistema de classificador de nível único que organizava livros apenas por gênero.
This is a specialized technical term primarily used in machine learning, data science, and information technology fields. It is equally understood in both Brazilian Portuguese and European Portuguese technical communities. The term reflects the increasing globalization of technology terminology, where English technical jargon is often directly translated rather than localized.
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