Ridge Regression using Artificial Neural Network

Ali Muayad   and A  N  Irtefaa

doi:10.17485/ijst/2016/v9i31/84278

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Ridge Regression using Artificial Neural Network

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Indian Journal of Science and Technology

DOI: 10.17485/ijst/2016/v9i31/84278

Year: 2016, Volume: 9, Issue: 31, Pages: 1-5

Original Article

Ridge Regression using Artificial Neural Network

Ali Muayad^* and A. N. Irtefaa

University of Kufa, Iraq; [email protected]
[email protected]
*Author for correspondence
Ali Muayad
University of Kufa, Iraq;
Email:[email protected]

This work is licensed under a Creative Commons Attribution 4.0 International License.

Abstract

In this paper, a new suggested method using Ridge Neural Network (RNN) is presented to improve estimation based on using Ridge Regression method (RR). We compared between the proposed method and the existing back propagation algorithm of Artificial Neural Network (ANNs) by using Mean Square Error (MSE). The approach has been simulated using MATLAB. The results showed that the suggested method has the good performance in the sense that RNN method gives less error.
Keywords: Artificial Neural Network, Back Propagation, Estimation, MATLAB, Mean Square Error, Ridge Regression, Simulation