Chronic Kidney Disease Classification using Machine Learning Methods
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.