flat classifier
[/flæt ˈklæsɪfaɪər/]
nounpl: flat classifiers
classificador plano
1. A machine learning model that treats all classes with equal priority and does not account for class hierarchy or relationships
The flat classifier assigned each document to exactly one category without considering categorical relationships.
O classificador plano atribuiu cada documento a exatamente uma categoria sem considerar relacionamentos categóricos.
2. In sign language linguistics, a classifier handshape that represents flat or rectangular objects
The signer used a flat classifier to represent the thin book on the table.
O sinalizador usou um classificador plano para representar o livro fino na mesa.
3. A statistical classification method that does not use hierarchical structure or weighted relationships between categories
Unlike hierarchical classifiers, a flat classifier treats all output categories independently.
Diferentemente dos classificadores hierárquicos, um classificador plano trata todas as categorias de saída independentemente.
This term is primarily technical and used in academic, computer science, and linguistics contexts. In machine learning discussions in Brazil, the term 'classificador plano' is used to distinguish from more sophisticated hierarchical or ensemble classification methods. In sign language studies, particularly in Libras (Brazilian Sign Language), classifiers are fundamental linguistic elements, and the flat classifier specifically represents objects with a planar or rectangular form.
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