labeled learning models

[ˈleɪbəld ˈlɜːrnɪŋ ˈmɑːdəlz]
noun phrasepl: labeled learning models
modelos de aprendizado supervisionado com dados rotulados
1. Machine learning models trained on datasets where input data points are paired with correct output labels, enabling supervised learning
Labeled learning models require annotated training data to learn the relationship between inputs and outputs.
Modelos de aprendizado com dados rotulados requerem dados de treinamento anotados para aprender a relação entre entradas e saídas.
2. Algorithms that use labeled examples to make predictions or classifications on new, unseen data
The company used labeled learning models to train their email spam detector.
A empresa usou modelos de aprendizado supervisionado para treinar seu detector de spam de email.
This is technical jargon prevalent in artificial intelligence and machine learning communities globally. In Brazil, it's commonly used in tech companies in São Paulo and Rio de Janeiro, universities with strong computer science programs, and growing AI startups. The term reflects the increasing integration of machine learning into Brazilian technology sectors.
Synonyms / Sinônimos
supervised learning modelsannotated learning modelsclassification modelsregression models with labels
Antonyms / Antônimos
unlabeled learning modelsunsupervised learning modelsself-supervised learning models

Regional Variations

General Brazilian Portuguese
modelos de aprendizado supervisionado com dados rotulados
Standard technical term used in Brazilian academic and industry contexts
São Paulo
modelos de aprendizado com rótulos
Shorter, more colloquial version common in tech hubs
Rio de Janeiro
modelos de aprendizado supervisionado com dados anotados
Uses 'anotados' (annotated) as alternative to 'rotulados'
Portugal
modelos de aprendizagem supervisionada com dados marcados
Portuguese prefers 'aprendizagem' over 'aprendizado' and 'marcados' over 'rotulados'

Related Words

supervised learningtraining dataannotationclassificationregressionmachine learningneural networksdecision trees

Related Idioms & Phrases

training with labeled data
ground truth annotation
supervised learning pipeline
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