An Improved Heart Disease Prediction Using Stacked Ensemble Method

Md. Maidul Islam; Tanzina Nasrin Tania; Sharmin Akter; Kazi Hassan Shakib

doi:10.1007/978-3-031-34619-4_8

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An Improved Heart Disease Prediction Using Stacked Ensemble Method

Md. Maidul Islam Tanzina Nasrin Tania Sharmin Akter Kazi Hassan Shakib

Year: 2023 Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering Pages: 84-97

DOI: 10.1007/978-3-031-34619-4_8

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Keywords:

Matthews correlation coefficient Classifier (UML) Artificial intelligence Preprocessor Receiver operating characteristic Computer science Database normalization Outlier Normalization (sociology) Machine learning Ensemble learning Pattern recognition (psychology) Data mining Correlation Heart disease Mathematics Medicine Internal medicine

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Artificial Intelligence in Healthcare

Health Sciences → Health Professions → Health Information Management

Quality and Safety in Healthcare

Health Sciences → Health Professions → Medical Laboratory Technology

Imbalanced Data Classification Techniques

Physical Sciences → Computer Science → Artificial Intelligence

An Improved Heart Disease Prediction Using Stacked Ensemble Method

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