Machine Learning for Healthcare Systems : Foundations and Applications

C. Karthik Chandran, M. Rajalakshmi, Sachi Nandan Mohanty, Subrata Chowdhury

Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Table of Contents -- Preface -- List of Contributors -- List of Figures -- List of Tables -- List of Abbreviations -- Chapter 1: Investigation on Improving the Performance of Class-imbalanced Medical Health Datasets -- 1.1: Introduction -- 1.2: Problem Formulation -- 1.3: Techniques to Handle Imbalanced Datasets -- 1.3.1: Random undersampling (RUS) -- 1.3.2: Random oversampling (RUS) -- 1.3.3: Synthetic minority oversampling technique (SMOTE) -- 1.4: Classification Models -- 1.4.1: Naive Bayes

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Year of publication:	2023
Other Persons:	Karthik, C. (ed.) ; Rajalakshmi, M. (ed.) ; Mohanty, Sachi Nandan (ed.) ; Chowdhury, Subrata (ed.)
Publisher:	Gistrup, Denmark : River Publishers
Subject:	Künstliche Intelligenz \| Artificial intelligence \| Gesundheitswesen \| Health care system \| Gesundheitsversorgung \| Health care