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single-task regression

[ˈsɪŋɡəl tæsk rɪˈɡreʃən]
nounpl: single-task regressions
regressão de tarefa única
1. A machine learning approach where a model is trained to predict a single continuous target variable without considering multiple objectives or tasks
The single-task regression model was trained to predict house prices based on square footage and location.
O modelo de regressão de tarefa única foi treinado para prever preços de casas com base na metragem quadrada e localização.
2. In contrast to multi-task learning, a regression model that focuses exclusively on one prediction objective
Unlike multi-task learning approaches, single-task regression concentrates all computational resources on one target variable.
Ao contrário das abordagens de aprendizado multi-tarefa, a regressão de tarefa única concentra todos os recursos computacionais em uma única variável alvo.
Synonyms
univariate regressionsimple regressionsingle-objective regression
Antonyms
multi-task regressionmulti-task learningmulti-objective regression

Regional Variations

General Brazilian
regressão de tarefa única
Standard term used in Brazilian machine learning and data science contexts
São Paulo
regressão de tarefa única
Widely used in tech and academic communities
Portugal
regressão de tarefa única
Used in Portuguese academic and professional settings, sometimes abbreviated as RTU

Related Idioms & Phrases

focus on one task at a time
single-objective learning
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