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labeled learning approaches
[ˈleɪbəld ˈlɜːrnɪŋ əˈproʊtʃɪz]
noun
abordagens de aprendizado supervisionado
1.
Machine learning methods that use training data with known labels or annotations to train predictive models
Labeled learning approaches require datasets where each input has a corresponding correct output.
As abordagens de aprendizado supervisionado exigem conjuntos de dados onde cada entrada tem uma saída correta correspondente.
2.
Training techniques where the algorithm learns from examples that have been manually annotated or categorized
In medical imaging, labeled learning approaches use annotated X-rays to train diagnostic models.
Na imagem médica, as abordagens de aprendizado supervisionado usam raios-X anotados para treinar modelos de diagnóstico.
Synonyms
supervised learning approaches
annotated learning methods
training with labels
Antonyms
unlabeled learning approaches
unsupervised learning approaches
self-supervised learning
Regional Variations
General Brazilian
abordagens de aprendizado supervisionado
Most common usage in Brazilian Portuguese technical contexts
Portugal
métodos de aprendizagem supervisionada
European Portuguese preference for 'aprendizagem' over 'aprendizado'
Technical/Academic
aprendizado com rótulos
More literal translation used in some academic contexts
Related Idioms & Phrases
train a model with labeled data
annotate training examples
supervised learning paradigm
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