Application of Machine Learning for Detection of Heart Disease

Language: English

Published by LAP LAMBERT Academic Publishing Jul 2023, 2023

620674051X / 9786206740513

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This item is printed on demand - Print on Demand Titel. Neuware -Machine Learning in medical health care is evolving as a significant research field for delivering prognosis and a deeper understanding of medical data. Most methods of machine learning depend on several features defining the behaviour of the algorithm, influencing the output, and the complexity of the resulting models either directly or indirectly. Many machine learning methods have been used in the past to detect heart diseases. Neural network and logistic regression are some of the few popular machine learning methods used in heart disease diagnosis. They analyse multiple algorithms such as Support vector machine, K-nearest neighbour, Random Forest classifier, along with composite approaches incorporating the aforementioned heart disease diagnostic algorithms. The system was implemented and trained in the python platform by using the machine learning model. For the new data collection, the framework can be extended.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 52 pp. Englisch.…

Seller Inventory # 9786206740513

Title
Application of Machine Learning for Detection of Heart Disease
Author
S. Ramacharan
Publisher
LAP LAMBERT Academic Publishing Jul 2023
Publication year
2023
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
620674051X
ISBN 13
9786206740513
Item weight
96 grams
Dimensions
220x150x4 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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