model performance
[ˈmɑːdəl pərˈfɔːrməns]
nounpl: model performances
desempenho do modelo
1. the effectiveness and accuracy of a machine learning or statistical model in making predictions or classifications on data
The model performance improved significantly after we increased the training dataset size.
O desempenho do modelo melhorou significativamente após aumentarmos o tamanho do conjunto de dados de treinamento.
2. the measurable results and metrics indicating how well a model operates under various conditions
We evaluated the model performance using precision, recall, and F1-score metrics.
Avaliamos o desempenho do modelo usando as métricas de precisão, recall e F1-score.
3. the quality and reliability of predictions made by an artificial intelligence or predictive model
Model performance is critical for deploying machine learning solutions in production environments.
O desempenho do modelo é crítico para implantar soluções de aprendizado de máquina em ambientes de produção.
This is primarily technical terminology used in data science, machine learning, and artificial intelligence communities in both Brazil and the USA. In Brazil, while 'desempenho do modelo' is the standard translation, tech professionals often use the English term 'model performance' directly. The term reflects the global nature of the tech industry where English-language terminology dominates professional discourse.
Related Idioms & Phrases
benchmark model performance
improve model performance
assess model performance
monitor model performance
optimize model performance
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