Application of informative patterns in the classifier for a logical data analysis method development

9th International Multidisciplinary Scientific and Research Conference "Modern Issues in Science and Technology" Workshop "Advanced Technologies in Aerospace, Mechanical and Automation Engineering"

自然科学;工业技术

Kuzmich, R.I.^1 ; Stupina, A.A.^1,2 ; Karaseva, M.V.^1,2 ; Ridel, L.N.^3 ; Dubrovskaya, T.V.^3

Department of Economics and Information Technology of Management, Siberian Federal University, Krasnoyarsk, Russia^1

Department of System Analysis and Operation Research, Reshetnev Siberian State University of Science and Technology, Krasnoyarsk, Russia^2

Department of Economics and Organization in Branches of Chemical and Forest Complex, Reshetnev Siberian State University of Science and Technology, Krasnoyarsk, Russia^3

关键词: Information contents;    Informative patterns;    Logical data;    Myocardial Infarction;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/450/5/052005/pdf
DOI  :  10.1088/1757-899X/450/5/052005

来源: IOP

【 摘 要 】

The paper proposes a new method of a classifier for a logical data analysis method development. It is based on the information content of the patterns that forms the obtained classifier. The empirical confirmation of the expediency of this method on the problem of predicting complications of myocardial infarction is given.