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unsupervised techniques

[ˌʌnsupərˈvaɪzd ˈtɛkniks]
nounpl: unsupervised techniques
técnicas não supervisionadas
1. Machine learning methods that identify patterns in data without labeled examples or predefined outcomes
Clustering and dimensionality reduction are common unsupervised techniques used in data analysis.
Agrupamento e redução de dimensionalidade são técnicas não supervisionadas comuns usadas em análise de dados.
2. Computational approaches that learn data structure independently without human guidance or training labels
Researchers applied unsupervised techniques to discover hidden patterns in customer behavior.
Pesquisadores aplicaram técnicas não supervisionadas para descobrir padrões ocultos no comportamento dos clientes.
Synonyms
unsupervised learning methodsunsupervised algorithmsself-organizing techniquesexploratory data methods
Antonyms
supervised techniquessupervised learning methodslabeled learning approaches

Regional Variations

General Brazilian
técnicas não supervisionadas
Standard term used in Brazilian academic and technical contexts
São Paulo
técnicas não supervisionadas
Preferred in tech and AI industry in São Paulo
Portugal
técnicas não supervisionadas
Standard European Portuguese technical term

Related Idioms & Phrases

learning without a teacher
pattern discovery from raw data
data-driven exploration
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