Loading [MathJax]/extensions/MathMenu.js
Rheumatoid Arthritis Genes Classification Using ML Classifiers | IEEE Conference Publication | IEEE Xplore

Rheumatoid Arthritis Genes Classification Using ML Classifiers


Abstract:

RA is a chronic inflammatory disease that mainly affects the joints and results in reduction in life expectancy of 3–10 years. RA is a multi-gene disorder with a genetic ...Show More

Abstract:

RA is a chronic inflammatory disease that mainly affects the joints and results in reduction in life expectancy of 3–10 years. RA is a multi-gene disorder with a genetic component and a heritability estimate of 60%. We used different supervised machine learning algorithms and compare their performance. The input to our classifiers is feature vectors of genes sequences that are labeled as positive and negative. Our classifiers are evaluated on the basis of their accuracies and f1-scores.
Date of Conference: 09-10 November 2021
Date Added to IEEE Xplore: 31 January 2022
ISBN Information:
Conference Location: Lahore, Pakistan

Contact IEEE to Subscribe

References

References is not available for this document.