• K.Swapna
• P.Sai Likhith
• Prof. M.S. Prasad Babu

Automatic Liver Diagnosis System helps liver patients to detect their diseases in an early stage so that they can take appropriate treatments for their healthy life. During the author’s recent studies on clustering and classification algorithms for liver patient datasets, it has been observed that there is a difference in liver function test values regarding Gender. Hence, the authors turn their attention to analyze the liver patient dataset with respect to Male and Female population. The authors collected 500 records of liver patient data from pathological laboratories in southern India and clubbed their earlier collection of 583 records which are kept as ILPD dataset in UCI Machine learning repository. The aim of this paper is to enhance the ILPD dataset with a total of 1083 records and to conduct Independent Sample t –Test to examine the significant differences amongst the two groups. It is found that there are significant differences in the ranges of values with respect to the Gender attributes.

Gender differences, t –Test, Liver Datasets

"A Critical Comparative Study of Gender Differences in Indian liver patients using t- Test for independent samples ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 5, page no.m370-m381, May-2023, Available :http://www.jetir.org/papers/JETIR2305C53.pdf

"A Critical Comparative Study of Gender Differences in Indian liver patients using t- Test for independent samples ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 5, page no. ppm370-m381, May-2023, Available at : http://www.jetir.org/papers/JETIR2305C53.pdf