Comparison of Random Forest and Logistic Regression Methods in Predicting Mortality in Colorectal Cancer Patients and its Related Factors

Comparison of Random Forest and Logistic Regression Methods in Predicting Mortality in Colorectal Cancer Patients and its Related Factors

Background and Objectives: The purpose of this study was to predict the mortality rate of colorectal cancer in Iranian patients and determine the effective factors  on the mortality of patients with colorectal cancer using random forest and logistic regression methods.   Methods: Data from 304 patie...

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Bibliographic Details
Main Authors: AM Keshtvarz Hesam Abadi, E Hajizadeh, MA Pourhoseingholi, E Nazemalhossein Mojarad
Format: Article
Language:fas
Published: Tehran University of Medical Sciences 2019-03-01
Series:مجله اپیدمیولوژی ایران
Subjects:
colorectal cancer
random forest
logistic regression
mortality
Online Access:http://irje.tums.ac.ir/article-1-6201-en.html

Internet

http://irje.tums.ac.ir/article-1-6201-en.html

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