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Pemodelan rangkaian suap balik Elman bagi peramalan harga rumah


Shamsuddin, Siti Mariyam and Mohd Hashim, Siti Zaiton and Ghazali, Rozaida and Azuraliza, Abu Bakar (2006) Pemodelan rangkaian suap balik Elman bagi peramalan harga rumah. International Journal of Management Studies (IJMS), 13 (2). pp. 217-230. ISSN 0127-8983

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Official URL: http://ijms.uum.edu.my

Abstract

This paper discusses and Elman Recurrent Network for terrace house price prediction in Kuala Lumpur. The performance of the network with backpropagation algorithm is experimented and analysed to capture the behaviour of the housing data for better prediction. The prices of the terrace houses are influenced by eight factors and these factors become the input parameters for the network. The result show that the learning performance of the network implemented on the 80% of training data gives a better classification rate with an accuracy of 97.6% and an error value of 0.012744 on 20% of the 1997 test data.

Item Type: Article
Uncontrolled Keywords: Recurrent network; elman network; standard neural network; prediction
Subjects: Q Science > QA Mathematics
Divisions: UNSPECIFIED
Depositing User: Mrs. Norazmilah Yaakub
Date Deposited: 03 Oct 2010 07:19
Last Modified: 03 Oct 2010 07:19
URI: http://repo.uum.edu.my/id/eprint/1083

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