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supervised methods

[ˈsuːpərvaɪzd ˈmɛθədz]
nounpl: supervised methods
métodos supervisionados
1. Machine learning techniques where models are trained on labeled data, with explicit input-output pairs provided during training
Supervised methods require a dataset where each input has a corresponding correct output label.
Os métodos supervisionados requerem um conjunto de dados onde cada entrada possui um rótulo de saída correto correspondente.
2. Training approaches where human guidance or annotation is provided to direct the learning process
Supervised methods in education involve direct instruction and feedback from instructors.
Os métodos supervisionados na educação envolvem instrução direta e feedback dos instrutores.
Synonyms
supervised learninglabeled learningdirected learning methodsannotated training approaches
Antonyms
unsupervised methodsunsupervised learningself-directed methodsunlabeled learning

Regional Variations

General Brazilian
métodos supervisionados
Standard usage in Brazilian Portuguese, commonly used in machine learning contexts
Portugal
métodos supervisionados
Standard usage in European Portuguese, identical to Brazilian Portuguese in technical contexts

Related Idioms & Phrases

with a helping hand
under guidance
learn by doing with feedback
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