HEART DISEASE PREDICTION USING MACHINE LEARNING TECHNIQUES

نویسندگان

چکیده

In few previous decades around the globe reason for extensive number of deaths is cardiovascular disease or Heart related and not only in India but all world has emerged as a life-threatening disease. So correct treatment time diagnosis this need feasible, accurate reliable system encountered. For automation analysis sophisticated huge data, to various medical dataset Machine Learning techniques methods are applied. recent times many researchers health care industry assistance with help Learning, turn helps professionals procedure heart diagnosis. A survey models that accepts such algorithms their performance presented paper. Within very fashionable Model supported supervised learning Random forest (RF), Decision Tree (DT), Naïve Bayes, ensemble models, K-Nearest Neighbour (KNN) Support Vector (SVM).

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ژورنال

عنوان ژورنال: Information Technology in Industry

سال: 2021

ISSN: ['2204-0595', '2203-1731']

DOI: https://doi.org/10.17762/itii.v9i1.120