parameter optimization
[/pəˈræmɪtər ˌɑːptɪmaɪˈzeɪʃən/]
noun
otimização de parâmetros
1. The process of adjusting input variables or settings in a system, model, or algorithm to achieve optimal performance or desired outcomes
Parameter optimization is crucial for improving the accuracy of machine learning models.
A otimização de parâmetros é crucial para melhorar a precisão dos modelos de aprendizado de máquina.
2. A computational technique used to find the best values for variables that control system behavior
The engineer used parameter optimization to reduce energy consumption in the industrial process.
O engenheiro usou otimização de parâmetros para reduzir o consumo de energia no processo industrial.
This is a technical term widely used in both Brazilian and American technology sectors, particularly in data science, artificial intelligence, and software engineering. In Brazil, it's commonly discussed in tech hubs like São Paulo and among academic researchers. The term is relatively universal across English-speaking and Portuguese-speaking technical communities, with minimal regional variation.
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