Improving the Prediction Accuracy of Onset of Cardiovascular Diseases, using Ensemble Learning

Jayaraman, Muralidharan; Pichai, Shanmugavadivu

Improving the Prediction Accuracy of Onset of Cardiovascular Diseases, using Ensemble Learning

Jayaraman, Muralidharan and Pichai, Shanmugavadivu (2024) Improving the Prediction Accuracy of Onset of Cardiovascular Diseases, using Ensemble Learning. In: Proceedings of the 1st International Conference on Artificial Intelligence, Communication, IoT, Data Engineering and Security, IACIDS 2023, 23-25 November 2023, Lavasa, Pune, India.

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Abstract

This work presents an approach for classifying cardiac and non-cardiac data extracted from a dataset comprising of 70,000 records. The methodology begins with preprocessing, eliminating noisy and inconsistent data points using the box plot-based outlier removal technique. Subsequently, training and

Item Type:	Conference or Workshop Item (UNSPECIFIED)
Date Deposited:	04 Mar 2026 17:19
Last Modified:	17 Apr 2026 00:09
URI:	http://eprints.eai.eu/id/eprint/47775

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