期刊名称：International Journal of Innovative Research in Computer and Communication Engineering
印刷版ISSN：2320-9798
电子版ISSN：2320-9801
出版年度：2021
卷号：9
期号：7
页码：8238-8246
DOI：10.15680/IJIRCCE.2021.0907064
语种：English
出版社：S&S Publications
摘要：Our project “PREDICTION OF RISK-BASED NON-CONTAGIOUS DISEASES LIKE HEARTAND LIVERUSINGSUPERVISED MACHINE LEARNINGALGORITHMS”can be used by doctors or medical professionals to detect diseases in patients using the JUPITER Notebook. It is developed to predict the diseases such as Liver and Heart disease and also whether a person is suffering from that disease or not.Each of these diseases has different signs and symptoms among the patients. Different datasets are used in this project such as liver and heart datasets which are applied to the machine learning algorithms by this,we can get each algorithm accuracy which leads to decide where the person is suffering from liver or heart disease. For the classification calculation, Supervised Algorithmswe used in projectsuch as Decision Tree Algorithm, Random Forest Algorithm and Navie Bayes Algorithm.
关键词：Machine Learning;Decision Tree Algorithm;Random Forest Algorithm;Naïve Bayes Algorithm;Heart and Liver Diseases
