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unsupervised data

[/ˌʌnsupərˈvaɪzd ˈdeɪtə/]
nounpl: unsupervised data (uncountable)
dados não supervisionados
1. Data that has not been labeled or annotated, used in machine learning algorithms to discover patterns, structures, or relationships without predefined target outputs.
The clustering algorithm was trained on unsupervised data to group customers by purchasing behavior.
O algoritmo de agrupamento foi treinado em dados não supervisionados para agrupar clientes por comportamento de compra.
2. Information or datasets where the desired output or classification is not provided in advance.
Unsupervised data analysis helped identify hidden patterns in the customer database.
A análise de dados não supervisionados ajudou a identificar padrões ocultos no banco de dados de clientes.
Synonyms
unlabeled dataunannotated data
Antonyms
supervised datalabeled dataannotated data

Regional Variations

General Brazilian
dados não supervisionados
Most common term in Brazilian tech industry
Portugal
dados não supervisionados
Standard usage in Portuguese academic and professional contexts
Technical contexts
dados sem rótulo
Alternative technical term emphasizing absence of labels

Related Idioms & Phrases

machine learning without labels
pattern discovery in raw data
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