A Clinical Data Analysis Based Diagnostic Systems for Heart Disease Prediction Using Ensemble Method

The correct diagnosis of heart disease can save lives, while the incorrect diagnosis can be lethal. The UCI machine learning heart disease dataset compares the results and analyses of various machine learning approaches, including deep learning. We used a dataset with 13 primary characteristics to c...

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Bibliographic Details
Published in:	Big Data Mining and Analytics Vol. 6; no. 4; pp. 513 - 525
Main Authors:	Kumar, Ankit, Singh, Kamred Udham, Kumar, Manish
Format:	Journal Article
Language:	English
Published:	Beijing Tsinghua University Press 01.12.2023
Subjects:	Algorithms artificial intelligence Cardiovascular disease cleveland dataset Data analysis Datasets Deep learning Diagnostic systems Heart Heart diseases human sensing logistic regression Machine learning Regression analysis supervised algorithm support vector machine Support vector machines
ISSN:	2096-0654, 2097-406X
Online Access:	Get full text
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