Supervised machine learning models applied to disease diagnosis and prognosis

This work analyses the diagnosis and prognosis of cancer and heart disease data using five Machine Learning (ML) algorithms. We compare the predictive ability of all the ML algorithms to breast cancer and heart disease. The important variables that causes cancer and heart disease are also studied. W...

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Bibliographic Details
Main Authors: Maria C Mariani, Osei K Tweneboah, Md Al Masum Bhuiyan
Format: Article
Language:English
Published: AIMS Press 2019-10-01
Series:AIMS Public Health
Subjects:
Online Access:https://www.aimspress.com/article/10.3934/publichealth.2019.4.405/fulltext.html