Variable Scaling for Time Series Prediction: Application to the ESTSP''07 and the NN3 Forecasting Competitions

摘要

In this paper, variable selection and variable scaling are used in order to select the best regressor for the problem of time series prediction. Direct prediction methodology is used instead of the classic recursive methodology. Least Squares Support Vect