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unsupervised training

[/ˌʌnsəˈpɜːrvɪzd ˈtreɪnɪŋ/]
noun
treinamento não supervisionado
1. A machine learning training method where algorithms learn patterns from unlabeled data without explicit guidance or predefined output labels
Unsupervised training allows the model to discover hidden patterns in customer behavior without predefined categories.
O treinamento não supervisionado permite que o modelo descubra padrões ocultos no comportamento do cliente sem categorias predefinidas.
2. A training approach in artificial intelligence where the system organizes and analyzes data independently to identify structures or groupings
The neural network used unsupervised training to cluster similar documents together.
A rede neural usou treinamento não supervisionado para agrupar documentos semelhantes.
Synonyms
unsupervised learningself-supervised trainingclustering analysis
Antonyms
supervised trainingsupervised learninglabeled training

Regional Variations

General Brazilian
treinamento não supervisionado
Standard term used in Brazilian tech and academic contexts
São Paulo
treinamento não supervisionado
Common in São Paulo's tech industry and universities
Portugal
treinamento não supervisionado / aprendizagem não supervisionada
Both terms used; aprendizagem is more common in academic contexts

Related Idioms & Phrases

learning from raw data
pattern discovery
self-organizing algorithms
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