Prediction by dual mode GMDH |
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| Authors: | KEI HARA TETSUHIKO YAMAMOTO KAZUO TERADA |
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| Affiliation: | Department of Electrical and Computer Engineering , Kuwait University , P.O. Box 5969, 13060, Safat, Kuwait |
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| 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. |
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