K, Akyol1B, Şen2023-04-102023-04-102018-05-01K. Akyol1*, B. Şen2. . A STUDY ON ANALYSIS OF CARDIOVASCULAR DISEASES. Journal of Fundamental and sciences. vol.10, no 2. May 2018. Faculty of exact sciences. university of el oued. [visited in.04/02/2018.]. available from [http://www.jfas.info]https://dspace.univ-eloued.dz/handle/123456789/18877articalCommonly seen in adults, cardiovascular diseases are important health problems. In order to investigate the causes of the diseases which affect the heart and the blood vessels, two datasets were used. First, one of these datasets is publicly available dataset provided by the University of California, Irvine Machine Learning Repository. The effects of biochemistry and hemogram laboratory test results for the Cardiovascular Diseases were analyzed by using the second dataset which was taken from the cardiology and other services of Yildirim Beyazit University Ataturk Training and Research Hospital. ICD-10 (International Statistical Classification of Diseases and Related Health Problems) booklet was taken as a reference for the patient and control groups. The successes of the classifier algorithms indicated that working with the datasets which have only limited number of attributes is not right stepenCardiovascular diseases; logistic regression; machine learning; medical data; randomArticle