Disease Prediction Using a Modified Multi-Layer Perceptron Algorithm in Diabetes

Dayal, Karan and Shukla, Manmohan and Mahapatra, Satyasundara (2023) Disease Prediction Using a Modified Multi-Layer Perceptron Algorithm in Diabetes. EAI Endorsed Transactions on Pervasive Health and Technology.

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Abstract

This paper presents an adaptation of the Multi-Layer Perceptron (MLP) algorithm for use in predicting diabetes risk. The aim is to enhance the accuracy and generalizability of the model by incorporating preprocessing techniques, dimensionality reduction using Principal Component Analysis (PCA), and

Item Type: Article
Date Deposited: 04 Mar 2026 17:00
Last Modified: 17 Apr 2026 01:14
URI: http://eprints.eai.eu/id/eprint/46410

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