predictive models
[/prɪˈdɪktɪv ˈmɒdəlz/]
nounpl: predictive models
modelos preditivos
1. Statistical or machine learning models designed to forecast future outcomes or behaviors based on historical data and patterns
The company uses predictive models to forecast customer churn and retention rates.
A empresa utiliza modelos preditivos para prever a taxa de cancelamento e retenção de clientes.
2. Mathematical representations that identify relationships between variables to make informed predictions about future events
Predictive models in healthcare help doctors anticipate disease progression in patients.
Os modelos preditivos na saúde ajudam médicos a antecipar a progressão de doenças em pacientes.
3. Algorithms trained on data to estimate probabilities and outcomes for decision-making purposes
Banks employ predictive models to assess credit risk and approve loan applications.
Bancos empregam modelos preditivos para avaliar risco de crédito e aprovar solicitações de empréstimo.
Predictive models have become increasingly central to Brazilian business culture, particularly in fintech, e-commerce, and financial services sectors. The term is widely understood in tech communities and is gaining prominence in corporate decision-making. In the USA, predictive models are fundamental to AI and data science industries. Both cultures emphasize the importance of data-driven decisions, though Portuguese-speaking markets are rapidly adopting these methodologies.
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