Prediction by dual mode GMDH

Abstract

The effect of applying the dual mode group method of data handling (GMDH) to the prediction of social systems is investigated. In order to suppress overfitting, a method is adopted whereby the predictional model is automatically changed to the uni-input basic function mode from the original GMDH basic function mode at a sign of overfitting. Two examples show the effectiveness of this method.