data features
[/ˈdeɪtə ˈfiːtʃərz/]
noun
características dos dados
1. Individual measurable properties or characteristics of data used in machine learning and statistical analysis
The machine learning model uses age, income, and education as data features to predict customer behavior.
O modelo de aprendizado de máquina usa idade, renda e educação como características dos dados para prever o comportamento do cliente.
2. Attributes or variables extracted from raw data that serve as input variables for analytical or predictive models
Engineers spent weeks engineering data features from the raw sensor information.
Os engenheiros passaram semanas extraindo características dos dados das informações brutas do sensor.
3. Distinct elements or dimensions of a dataset used to describe and classify observations
The dataset contains hundreds of data features related to customer demographics.
O conjunto de dados contém centenas de características relacionadas aos dados demográficos dos clientes.
In Brazil's growing tech and data science sector, particularly in São Paulo and Rio de Janeiro, the English term 'features' is commonly used even in Portuguese-language contexts due to the dominance of English in data science literature and tools. However, formal technical writing increasingly uses 'características dos dados' or 'atributos dos dados' to maintain Portuguese language standards.
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