RO  EN
IMI/Publicaţii/CSJM/Ediţii/CSJM v.27, n.1 (79), 2019/

Predicting the occurrence of strokes using the language R

Authors: V. Popukaylo
Keywords: mathematical modeling, stroke prediction, data analysis, Stroke.md

Abstract

Probability of stroke is analyzed based on data from Stroke.md system. Selection of features that significantly affect target variable was made. To solve the problem, classification algorithms are used: support vector machines, logistic regression, decision trees, random forest and others; comparison of the resulting mathematical models; preprocessing and building models produced in R-language.

Vladimir Andrunakievich Institute of Mathematics and Computer Science
T.G. Shevchenko Transnistrian State University
Moldova, Tiraspol, str. Vosstania 2a, cab. 311B
Phone: +37377844001
E-mail:

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