deep classifier
[/diːp ˈklæsɪfaɪər/]
nounpl: deep classifiers
classificador profundo
1. A machine learning model, typically based on deep neural networks, designed to automatically categorize or label data into predefined classes or categories
The deep classifier successfully identified malignant tumors in medical imaging with 98% accuracy.
O classificador profundo identificou com sucesso tumores malignos em imagens médicas com 98% de precisão.
2. In computer vision and natural language processing, a neural network architecture that learns hierarchical feature representations to assign input data to specific categories
We implemented a convolutional deep classifier to distinguish between different species of plants.
Implementamos um classificador profundo convolucional para distinguir entre diferentes espécies de plantas.
This is technical jargon primarily used in computer science, artificial intelligence, and data science fields. It is widely understood across both Brazilian Portuguese and English-speaking tech communities without significant variation. The term has been adopted directly into Portuguese as 'classificador profundo' and is used consistently in academic publications, tech conferences, and industry settings in both countries.
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