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OPTIMIZING PREDICTIVE PRECISION FOR ACTIONABLE FORECASTS OF REVENUE CHANGE
OPTIMIZING PREDICTIVE PRECISION FOR ACTIONABLE FORECASTS OF REVENUE CHANGE
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机译:针对收入变动的可行预测的优化预测精度
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摘要
One embodiment provides optimizing predictive precision for actionable forecasts of revenue change including receiving revenue data with timestamps for a number of historical periods at a particular level, with attributes of the particular level and a percentage of the required revenue change. The data is filtered. The filtered data is aggregated at the particular level for a selected prediction. A sliding window of the number of historical periods is moved over business periods, creating a data point for each historical period temporal window by extracting features. A required target output is created for each data point for at least one future time period. A model is trained to optimize predictive precision for actionable forecasts of revenue change. A set of recent histories is converted into a quantitative health value.
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