Simplified-Boost Reinforced Model-Based Complex Wind Signal Forecasting
Algorithm 1
The simplified-boost reinforced forecasting.
Input: subtraining sets
For
(1) Train reinforced forecasting model based on the subtraining set, build a regression model , and pass every member of the subtraining set through this machine to obtain a prediction .
(2) Calculate a loss for each training sample and an average loss .