Intelligent Computing Applications for COVID-19

4 Predictive Models of Hospital Readmission Rate Using the Improved AdaBoost in COVID-19

Arash Raftarai, Rahemeh Ramazani Mahounaki, Majid Harouni, Mohsen Karimi, and Shakiba Khadem Olghoran

Contents

1. 4.1 Introduction
2. 4.2 Ensemble Classifiers
3. 4.3 The Proposed Method
4. 4.4 Evaluating the Proposed Method
   1. 4.4.1 Databases
   2. 4.4.2 The Results Obtained by Single Classifiers Simulation
   3. 4.4.3 The Results Obtained by Ensemble Classifier with Repeating Classifiers
   4. 4.4.4 The Proposed Combination in AdaBoost for the Improvement of the Results
5. 4.5 Conclusion
6. References

4.1 Introduction

The COVID-19 virus is a respiratory infection known as coronavirus. At the beginning of the pandemic, it was thought that the virus could be transmitted between humans and animals and that it ...