Home|Journals|Articles by Year|Audio Abstracts
 

Research Article

EEO. 2022; 21(1): 156-168


Evaluation Of Ensemble Based Hptrf Ml Algorithm With Multiple Cardio Data Set

D.R. Krithika, Dr.K.Rohini.




Abstract

Cardiovascular disease is leading cause of death. Athero means soft porridge like, and sclerosis is hardening so Atherosclerosis is fatty deposition of artery valves and stiffening of blood vessel valve is sclerosis. It affects our body large and medium arteries and chronic inflammation is caused and immune system activation of artery valve. lipids deposits in artery valves is the development of plaques. Three different problems of plaques are the first one is tightening of artery valve which leads to raise of BP , if BP will raised heart gets difficult to pump blood. Second problem is stenosis is narrowing because of the plaques of the space at blood can flow through in blood vessel and this which causes Blood flow in conditions like Angina and peripheral vascular disease. Another problem is rupture of plaque gets off thrombus leads to ischemia. It causes acute coronary syndrome. Proposed Algorithm (HPTRF) got better Accuracy Results.

Key words: cardiovascular disease, Atherosclerosis, hypertension, blood pressure, ischemia, HPTRF- hyper parameter tunned random forest.






Full-text options


Share this Article


Online Article Submission
• ejmanager.com




ejPort - eJManager.com
Refer & Earn
JournalList
About BiblioMed
License Information
Terms & Conditions
Privacy Policy
Contact Us

The articles in Bibliomed are open access articles licensed under Creative Commons Attribution 4.0 International License (CC BY), which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.