Evaluation of optimal MLP structure for heart disease diagnosis / Salbiah Ab Hamid

• Main Author: Ab Hamid, Salbiah
• Format: Thesis
• Language: English
• Published: 2010
• Subjects: Neural networks (Computer science); Algorithms
• Online Access: https://ir.uitm.edu.my/id/eprint/69513/1/69513.pdf; https://ir.uitm.edu.my/id/eprint/69513/
• Institution: Universiti Teknologi Mara

This thesis presents the investigation on the performance of Artificial Neural Network (ANN) with Multilayer Perceptron (MLP) using Levenberg-Marquardt (LM) Algorithm in heart disease diagnosis. ANN aims to transform the inputs into the meaningful output. ANN is biological inspired and it has dynami...