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unlabeled sample set

[/ʌnˈleɪbəld ˈsæmpəl sɛt/]
nounpl: unlabeled sample sets
conjunto de amostras não rotuladas
1. In machine learning and data science, a collection of data points or observations that do not have associated labels, categories, or target values; used primarily in unsupervised learning tasks
The algorithm was trained on an unlabeled sample set to discover underlying patterns in the customer behavior data.
O algoritmo foi treinado em um conjunto de amostras não rotuladas para descobrir padrões subjacentes nos dados de comportamento do cliente.
2. A dataset where instances lack predefined classifications or annotations, requiring clustering or dimensionality reduction techniques for analysis
Working with an unlabeled sample set requires different techniques than supervised learning approaches.
Trabalhar com um conjunto de amostras não rotuladas requer técnicas diferentes das abordagens de aprendizado supervisionado.
Synonyms
unlabeled datasetunannotated sample setunlabeled dataunsupervised dataset
Antonyms
labeled sample setannotated sample setlabeled datasetsupervised dataset

Regional Variations

General Brazilian
conjunto de amostras não rotuladas
Standard term used in machine learning contexts across Brazil
São Paulo
conjunto de dados não etiquetados
Alternative terminology sometimes used in technical documentation
Portugal
conjunto de amostras não identificadas
Portuguese variation emphasizing the lack of identification labels

Related Idioms & Phrases

in the dark (working with unlabeled data)
flying blind (processing unlabeled sample sets)
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