supervised function
[/ˈsuːpərvaɪzd ˈfʌŋkʃən/]
nounpl: supervised functions
função supervisionada
1. In machine learning, a function or model trained on labeled data where the correct outputs are known and used to guide the learning process
A supervised function learns to predict house prices based on training data containing both features and actual prices.
Uma função supervisionada aprende a prever preços de casas com base em dados de treinamento contendo tanto características quanto preços reais.
2. A computational function that operates under monitoring or control by a higher authority or system
The supervised function ensures data integrity by validating all inputs before processing.
A função supervisionada garante a integridade dos dados validando todas as entradas antes do processamento.
This is primarily a technical term used in computer science, data science, and artificial intelligence fields. It became prominent with the global expansion of machine learning applications. Both Brazil and Portugal adopt the English term or its direct Portuguese translation in technical documentation and academic settings.
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