Chronic Kidney Disease Classification using Machine Learning Methods

Bhumi P Patel; Dr. Ankit K Shah

Chronic Kidney Disease Classification using Machine Learning Methods

May 2023

Vol-9, Issue-3

Paper ID: 20191

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Applied Instrumentation

Keywords

The most significant health concern now is chronic kidney disease. In India and other nations of low- and middle-income chronic kidney disorders are a major source of morbidity and an increase in mortality rates. worldwide all deaths of around 60 are caused by chronic diseases. In low- and middle-income nations chronic illness deaths account for 80% of all fatalities worldwide. Chronic kidney disease is a potentially fatal condition that can be avoided with prompt accurate prognosis and sensible safety measures. The purpose of the essay is to examine and comprehend a few methods for foretelling kidney disease. SVM and other classification approaches are used to categories chronic kidney disease (CKD). The MATLAB tool is utilised to detect the datasets in kidney illness in order to mine medical industry data.

Abstract

CKD, Feature selection, SVM, ANN

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Bhumi P Patel	L.D. College of Engineering, Ahmedabad, Gujrat, India
2	Dr. Ankit K Shah	L.D. College of Engineering, Ahmedabad, Gujrat, India

How to Cite

Use the following formats to cite this article in your research.

APA Style

Patel, Bhumi P & Shah, Dr. Ankit K (2023). Chronic Kidney Disease Classification using Machine Learning Methods. International Journal of Advance Research and Innovative Ideas In Education, 9(3), 1004-1010.

MLA Style

Patel, Bhumi P, and Dr. Ankit K Shah. "Chronic Kidney Disease Classification using Machine Learning Methods." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, 2023, pp. 1004-1010.

IEEE Style

Bhumi P Patel and Dr. Ankit K Shah, "Chronic Kidney Disease Classification using Machine Learning Methods," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, pp. 1004-1010, 2023.

Vancouver Style

Patel Bhumi P, Shah Dr. Ankit K. Chronic Kidney Disease Classification using Machine Learning Methods. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(3):1004-1010.

Harvard Style

Patel, Bhumi P & Shah, Dr. Ankit K (2023) 'Chronic Kidney Disease Classification using Machine Learning Methods', International Journal of Advance Research and Innovative Ideas In Education, 9(3), pp. 1004-1010.

Chicago Style

Patel, Bhumi P and Dr. Ankit K Shah. "Chronic Kidney Disease Classification using Machine Learning Methods." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 1004-1010.

Turabian Style

Patel, Bhumi P and Dr. Ankit K Shah. "Chronic Kidney Disease Classification using Machine Learning Methods." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 1004-1010.