forecastability analysis
[/ˌfɔːrkæstəˈbɪləti əˈnæləsɪs/]
nounpl: forecastability analyses
análise de previsibilidade
1. A systematic evaluation of the degree to which future events, trends, or outcomes can be predicted or forecasted with accuracy and reliability
The forecastability analysis revealed that market volatility significantly reduces prediction accuracy for quarterly earnings.
A análise de previsibilidade revelou que a volatilidade do mercado reduz significativamente a precisão da previsão de ganhos trimestrais.
2. In data science and statistics, an examination of data characteristics and variables to determine their predictive potential
Conducting a forecastability analysis before building a machine learning model helps identify which variables contribute most to prediction strength.
Realizar uma análise de previsibilidade antes de construir um modelo de aprendizado de máquina ajuda a identificar quais variáveis contribuem mais para a força da previsão.
3. An assessment methodology used in business and finance to evaluate whether future performance can be reliably estimated based on historical data
The company performed a forecastability analysis on its sales data to improve budget planning accuracy.
A empresa realizou uma análise de previsibilidade sobre seus dados de vendas para melhorar a precisão do planejamento orçamentário.
This is a specialized technical term predominantly used in North American and Brazilian business, finance, and data science sectors. It reflects the increasing importance of data-driven decision-making in corporate environments. The term gained prominence with the rise of big data analytics and machine learning applications in business forecasting.
Related Idioms & Phrases
assess the crystal ball factor
gauge predictive power
test the waters for forecasting
determine if the future is in the numbers
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