Sentence examples for forecasting competition from inspiring English sources

Also recently, three of ten tasks of the RTE Day-ahead Demand Forecasting Competition 2017 were dedicated to the topic of public holidays.

Last but not least, exponential smoothing methods (e.g., MHW) generally perform better than statistically more sophisticated alternatives according to a recent forecasting competition, which compared several forecasting techniques across more than a thousand TS [50].

In this paper we challenge the traditional design used for forecasting competitions.

Also the winners of beforementioned forecasting competitions used different approach to deal with public holidays.

So compared to their relative frequency they seem to be overrepresented in energy forecasting competitions which expresses the importance.

In evaluations of forecasting accuracy, including forecasting competitions, researchers have paid attention to the selection of time series and to the appropriateness of forecast-error measures.

The issues examined include series-splitting rules, fixed versus rolling origins, updating versus recalibration of model coefficients, fixed versus rolling windows, single versus multiple test periods, diversification through multiple time series, and design characteristics of forecasting competitions.

The results of forecasting competitions would be more generalizable if based upon precisely described groups of time series, in which the series are homogeneous within group and heterogeneous between groups.

Some of them, together with several emerging techniques, such as gradient boosting machines and random forests, have been recognized through notable load forecasting competitions [5, 6, 7, 8, 9].

Related site Contest rules are available here, under "forecast competition".

The company attributed its weak forecast to competition from one-hour film developers and a heavy debt load.