Application of Machine Learning for Detection of Heart Disease - Softcover

Ramacharan, S.

Softcover

ISBN 10: 620674051X ISBN 13: 9786206740513

Verlag: LAP LAMBERT Academic Publishing, 2023

Inhaltsangabe

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.

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Über die Autorin bzw. den Autor

Dr. S.Ramacharan working as a Professor in Information Technology Department in G. Narayanamma Institute of TEchnology and Science , Hyderabad, India, with a teaching experience of over 25 years. Completed B.E in CSE (1997), M.Tech in CSE(2007) and Ph.D in CSE(2017). Areas of Specialization includes SE, DBMS, NP, DM etc.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2023
• Sprache: Englisch
• ISBN 10: 620674051X
• ISBN 13: 9786206740513
• Einband: Taschenbuch
• Anzahl der Seiten: 52
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Edicoes Nosso Conhecimento; customerservice@vdm-vsg.de; ; SIA; Riga; 1039; Litauen