Sentence examples for instead of forecasting from inspiring English sources

Instead of forecasting the two components individually or the mean trend solely, this paper proposes to synthesize the similar mean trend segments and the corresponding fluctuation component segments into the training input of SVR for more accurate forecast results.

Hence, the advantage of forecasting the average daily electricity price profile directly instead of forecasting the hourly electricity prices and average the forecasts afterwards is clear due to the higher accuracy of monthly load forecasting and average fuel price forecasting.

The new $25 billion budget, down from the original $33 billion, is based on an average oil price of $16 a barrel, instead of a forecast $18.50.

In fact, one of the reasons why IDC says growth in handheld companion units was lower than it expected in 1998 (the market grew to 4.3 million units instead of the forecasted 4.6 million) was because of the flat performance of some Windows CE hardware device vendors.

International Journal of Forecasting.

On the contrary, the CFS-NCEP model shows the opposite for almost all months and all areas, meaning that it would be better to use climatology to estimate seasonal temperature trends for the following weeks instead of the forecasting model.

Instead of the forecast 54,000 customers, the monorail is attracting barely 21,000 users a day.

In a June report, the fund acknowledged that Greece's economic contraction between 2009 and 2012 — around 17 percent instead of the forecast 5.5 percent — "was much greater than anticipated".

"With PECOTA, instead of one forecast of how many home runs David Wright will hit next year, we have a whole range," Silver said.

Instead of our forecast of 9% higher revenues, they came in 21% higher in March 2010 than December 2009, rising 55% year-over-year, with margins to nearly 33% after tax.

Finally, future research could focus on the examination of the respective predictabilities, when using exogenous predictor variables as well, while a definitely worth-stated future direction is related to the adoption of probabilistic forecasting methods, instead of the point forecasting ones.