Mixed Machine Learning Approach for Efficient Prediction of Human Heart Disease by Identifying the Numerical and Categorical Features

Mixed Machine Learning Approach for Efficient Prediction of Human Heart Disease by Identifying the Numerical and Categorical Features

Heart disease is a danger to people’s health because of its prevalence and high mortality risk. Predicting cardiac disease early using a few simple physical indications collected from a routine physical examination has become difficult. Clinically, it is critical and sensitive for the signs of heart...

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Bibliographic Details
Main Authors: Ghulab Nabi Ahmad, Shafiullah, Hira Fatima, Mohamed Abbas, Obaidur Rahman, Imdadullah, Mohammed S. Alqahtani
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Applied Sciences
Subjects:
heart disease
mixed machine learning techniques
numerical features
categorical features
RFC
DT
Online Access:https://www.mdpi.com/2076-3417/12/15/7449

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https://www.mdpi.com/2076-3417/12/15/7449

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