Bulletin of Electrical Engineering and Informatics
Vol 7, No 2: June 2018

Results of Fitted Neural Network Models on Malaysian Aggregate Dataset

Nor Azura Md Ghani (Universiti Teknologi MARA)
Saadi Bin Ahmad Kamaruddin (Universiti Teknologi MARA)
Ismail Musirin (Universiti Teknologi MARA)
Hishamuddin Hashim (Unknown)



Article Info

Publish Date
01 Jun 2018

Abstract

This result-based paper presents the best results of both fitted BPNN-NAR and BPNN-NARMA on MCCI Aggregate dataset with respect to different error measures.  This section discusses on the results in terms of the performance of the fitted forecasting models by each set of input lags and error lags used, the performance of the fitted forecasting models by the different hidden nodes used, the performance of the fitted forecasting models when combining both inputs and hidden nodes, the consistency of error measures used for the fitted forecasting models, as well as the overall best fitted forecasting models for Malaysian aggregate cost indices dataset.

Copyrights © 2018






Journal Info

Abbrev

EEI

Publisher

Subject

Electrical & Electronics Engineering

Description

Bulletin of Electrical Engineering and Informatics (Buletin Teknik Elektro dan Informatika) ISSN: 2089-3191, e-ISSN: 2302-9285 is open to submission from scholars and experts in the wide areas of electrical, electronics, instrumentation, control, telecommunication and computer engineering from the ...