labeled learning

[ˈleɪbəld ˈlɜːrnɪŋ]

noun

aprendizado supervisionado

1. A machine learning paradigm where training data consists of input-output pairs with known labels or target values, allowing the algorithm to learn the mapping between inputs and their correct outputs

In labeled learning, each training example includes both the input features and the correct answer, enabling supervised training.

No aprendizado supervisionado, cada exemplo de treinamento inclui tanto as características de entrada quanto a resposta correta, permitindo o treinamento supervisionado.

2. Machine learning approach where data points are annotated with ground truth labels before being used to train predictive models

The model was trained using labeled learning with a dataset of 10,000 classified emails.

O modelo foi treinado usando aprendizado supervisionado com um conjunto de dados de 10.000 e-mails classificados.

Synonyms

supervised learning supervised machine learning aprendizado supervisionado

Antonyms

unlabeled learning unsupervised learning aprendizado não supervisionado

Regional Variations

General Brazilian

aprendizado supervisionado

Most common term in Brazilian Portuguese technical literature

São Paulo

aprendizado supervisionado

Standard usage in tech industry

Portugal

aprendizagem supervisionada

Preferred term in Portugal using European Portuguese terminology

Related Idioms & Phrases

ground truth annotation

supervised training with labeled data

training set with known labels

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