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pseudo-labeling
[/ˈsuːdoʊ ˈleɪbəlɪŋ/]
noun
pseudo-rotulagem
1.
A machine learning technique where unlabeled data is automatically assigned labels by a trained model to create additional training data
The researchers used pseudo-labeling to improve their model's performance on the unlabeled dataset.
Os pesquisadores utilizaram pseudo-rotulagem para melhorar o desempenho do seu modelo no conjunto de dados sem rótulo.
2.
A semi-supervised learning approach that leverages both labeled and unlabeled data by predicting labels for unlabeled samples
Pseudo-labeling is effective when you have limited labeled data but abundant unlabeled data.
A pseudo-rotulagem é eficaz quando você tem dados rotulados limitados, mas dados sem rótulo abundantes.
Synonyms
self-training
semi-supervised learning
automatic labeling
Antonyms
manual labeling
supervised learning
Regional Variations
General Brazilian
pseudo-rotulagem
Standard term used in machine learning contexts
Portugal
pseudo-etiquetagem
Alternative term occasionally used in European Portuguese
Technical/International
pseudo-labeling
Often kept in English in academic and technical documentation
Related Idioms & Phrases
bootstrapping labels
self-annotating models
confidence-based labeling
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