Investigating of Classification Algorithms for Heart Disease Risk Prediction
Nisha Mary1, Bilal Khan1,*, Abdullah A Asiri2, Fazal Muhammad3, Samar Alqhtani4, Khlood M Mehdar5, Hanan Talal Halwani4, Turki Aleyani4, Khalaf A Alshamrani2
Journal of Intelligent Medicine and Healthcare, Vol.1, No.1, pp. 11-31, 2022, DOI:10.32604/jimh.2022.030161
- 14 June 2022
Abstract Prognosis of HD is a complex task that requires experience and expertise to predict in the early stage. Nowadays, heart failure is rising due to the inherent lifestyle. The healthcare industry generates dense records of patients, which cannot be managed manually. Such an amount of data is very significant in the field of data mining and machine learning when gathering valuable knowledge. During the last few decades, researchers have used different approaches for the prediction of HD, but still, the major problem is the uncertainty factor in the output data and also there is a… More >