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training data

[ˈtreɪnɪŋ ˈdeɪtə]
nounpl: training data (uncountable)
dados de treinamento
1. A set of examples or samples used to train a machine learning model or artificial intelligence system
The model's accuracy improved significantly after we increased the size of the training data.
A precisão do modelo melhorou significativamente depois que aumentamos o tamanho dos dados de treinamento.
2. Information or datasets provided to an algorithm during the learning phase to enable it to recognize patterns and make predictions
High-quality training data is essential for developing reliable machine learning applications.
Dados de treinamento de alta qualidade são essenciais para desenvolver aplicações de aprendizado de máquina confiáveis.
Synonyms
training setlearning datainstructional datasample data
Antonyms
test datavalidation data

Regional Variations

General Brazilian
dados de treinamento
Most common and standard usage
São Paulo
dados de treinamento
Standard technical term in business and tech sectors
Portugal
dados de treino
Shorter variant commonly used in European Portuguese

Related Idioms & Phrases

garbage in, garbage out (referring to poor quality training data producing poor results)
dataset bias (when training data is not representative)
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