LIVER DISEASE PREDICTION USING  MACHINE LEARNING

E Snayan Yadav; Sanhitha Bachepalli; Krishna Prasanna

LIVER DISEASE PREDICTION USING MACHINE LEARNING

March 2023

Vol-9, Issue-2

Paper ID: 19327

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Information Technology

Keywords

: Liver Disease SVM Logistic Regression

Abstract

Liver diseases are becoming one of the most fatal diseases in several countries. Patients with Liver disease have been continuously increasing because of excessive consumption of alcohol, inhale of harmful gases, intake of contaminated food, pickles and drugs. The risk of liver disease was predicted using various machine learning algorithms. The final output is predicted based on the most accurate machine learning algorithm. Based on the accurate model we designed a system which asks a person to enter the details of his/her blood test report. Then the system uses the most accurate model which is trained to predict, whether a person has risk of liver disease or not. The programming language which was used is python and machine learning Sklearn was used to build the model using classification algorithms like Logical regression, SVM.

License

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

Author Information

#	Name	Institute / Affiliation
1	E Snayan Yadav	BV Raju Institute of Technology
2	Sanhitha Bachepalli	BV Raju Institute of Technology
3	Krishna Prasanna	BV Raju Institute of Technology

How to Cite

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

APA Style

Yadav, E Snayan, Bachepalli, Sanhitha, & Prasanna, Krishna (2023). LIVER DISEASE PREDICTION USING MACHINE LEARNING. International Journal of Advance Research and Innovative Ideas In Education, 9(2), 65-69.

MLA Style

Yadav, E Snayan, et al. "LIVER DISEASE PREDICTION USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 2, 2023, pp. 65-69.

IEEE Style

E Snayan Yadav, Sanhitha Bachepalli, and Krishna Prasanna, "LIVER DISEASE PREDICTION USING MACHINE LEARNING," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 2, pp. 65-69, 2023.

Vancouver Style

Yadav E Snayan, Bachepalli Sanhitha, Prasanna Krishna. LIVER DISEASE PREDICTION USING MACHINE LEARNING. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(2):65-69.

Harvard Style

Yadav, E Snayan, Bachepalli, Sanhitha, & Prasanna, Krishna (2023) 'LIVER DISEASE PREDICTION USING MACHINE LEARNING', International Journal of Advance Research and Innovative Ideas In Education, 9(2), pp. 65-69.

Chicago Style

Yadav, E Snayan, Sanhitha Bachepalli, and Krishna Prasanna. "LIVER DISEASE PREDICTION USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education 9, no. 2 (2023): 65-69.

Turabian Style

Yadav, E Snayan, Sanhitha Bachepalli, and Krishna Prasanna. "LIVER DISEASE PREDICTION USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education 9, no. 2 (2023): 65-69.