Heart Disease Risk Prediction Using Supervised Machine Learning Algorithms

Madhumita Pal; Smita Parija; Ranjan K. Mohapatra

doi:10.1007/978-981-99-0412-9_11

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Heart Disease Risk Prediction Using Supervised Machine Learning Algorithms

Madhumita Pal Smita Parija Ranjan K. Mohapatra

Year: 2023 Lecture notes in electrical engineering Pages: 125-134 Publisher: Springer Science+Business Media

DOI: 10.1007/978-981-99-0412-9_11

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Keywords:

Random forest Decision tree Machine learning Naive Bayes classifier Artificial intelligence Python (programming language) Computer science Disease Bayes' theorem Precision and recall Random tree Heart disease Population Chronic disease Medicine Support vector machine Intensive care medicine Internal medicine Bayesian probability

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Topics

Artificial Intelligence in Healthcare

Health Sciences → Health Professions → Health Information Management

Imbalanced Data Classification Techniques

Physical Sciences → Computer Science → Artificial Intelligence

Quality and Safety in Healthcare

Health Sciences → Health Professions → Medical Laboratory Technology

Heart Disease Risk Prediction Using Supervised Machine Learning Algorithms

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