classification model
[klæsɪfɪˈkeɪʃən ˈmɑːdəl]
nounpl: classification models
modelo de classificação
1. A machine learning algorithm or statistical method designed to predict categorical outcomes by learning patterns from labeled training data
The classification model successfully predicted whether emails were spam or legitimate with 95% accuracy.
O modelo de classificação previu com sucesso se os e-mails eram spam ou legítimos com 95% de precisão.
2. A computational system that assigns input data to predefined categories or classes based on learned features
We trained a classification model to distinguish between different types of medical images.
Treinamos um modelo de classificação para distinguir entre diferentes tipos de imagens médicas.
3. In computer science, a model that uses supervised learning to categorize new observations into known groups
The classification model uses decision trees to categorize customers by purchasing behavior.
O modelo de classificação usa árvores de decisão para categorizar clientes por comportamento de compra.
This is specialized technical terminology widely used in software development, data science, and artificial intelligence sectors in both Brazil and the USA. It has become increasingly important with the growth of machine learning and AI industries. In Brazil, the English term is often used interchangeably with the Portuguese translation in technical discussions, especially among software engineers and data scientists.
Related Idioms & Phrases
train a classification model
deploy a classification model
tune a classification model
validate a classification model
overfitting in classification models
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