SYSTEMS AND METHODS FOR GENERATING FORECASTING MODELS

摘要

Systems, methods, and non-transitory computer-readable media can receive a time series data set. At least one simulated forecast time period for the time series data set can be determined. One or more parameters for generating one or more forecasting models for the time series data set can be determined. The one or more forecasting models can be generated based at least in part on the one or more parameters and on the at least one simulated forecast time period. The one or more forecasting models can be evaluated to determine an optimal forecasting model for the time series data set.

主权项

1. A computer-implemented method comprising:
receiving, by a computing system, a time series data set; determining, by the computing system, at least one simulated forecast time period for the time series data set; determining, by the computing system, one or more parameters for generating one or more forecasting models for the time series data set; generating, by the computing system, the one or more forecasting models based at least in part on the one or more parameters and on the at least one simulated forecast time period; and evaluating, by the computing system, the one or more forecasting models to determine an optimal forecasting model for the time series data set.