ad957517-bf35-4047-8f36-8ea278bb4cdd beie director@blueeyesintelligence.org 10.35940/ijrte.E6768.0110522 Anjan Nikhil Repaka, Sai Deepak Ravikanti," Design And Implementing Heart Disease Prediction Using Naives Bayesian" Proceedings of the Third International Conference on Trends in Electronics and Informatics (ICOEI 2019) IEEE Xplore Part Number: CFP19J32-ART; ISBN: 978-1-5386-9439-8.Pahulpreet Singh Kohli, Shriya Arora," Application of Machine Learning in Disease Prediction", 2018 4th International Conference on Computing Communication and Automation (ICCCA).10.1109/ICEDSS.2018.8544333Cincy Raju et al." A Survey on Predicting Heart Disease using Data Mining Techniques" Proc. IEEE Conference on Emerging Devices and Smart Systems (ICEDSS 2018) 2-3 March 2018, Mahendra Engineering College, Tamilnadu, India.Rohit Binu Mathew et al." Chatbot for Disease Prediction and Treatment Recommendation using Machine Learning", Proceedings of the Third International Conference on Trends in Electronics and Informatics (ICOEI 2019) IEEE Xplore Part Number: CFP19J32-ART; ISBN: 978-1-5386-9439-8.Abderrahmane Ed-daoudy,Khalil Maalmi," Real-time machine learning for early detection of heart disease using big data approach", 978-1-5386-7850-3/19/$31.00 ©2019 IEEEASHIR JAVEED et al." An Intelligent Learning System based on Random Search Algorithm and Optimized Random Forest Model for Improved Heart Disease Detection", Date of publication xxxx 00, 0000, date of current version xxxx 00, 0000. Digital Object Identifier 10.1109/ACCESS.2017.DOI.10.1155/2018/3860146Amin Ul et al." A Hybrid Intelligent System Framework for the Prediction of Heart Disease Using Machine Learning Algorithms", Hindawi Mobile Information Systems Volume 2018, Article ID 3860146, 21 pages https://doi.org/10.1155/2018/3860146.10.1109/CompComm.2018.8781022Md. Razu Ahmed et al." A Cloud Based Four-Tier Architecture for Early Detection of Heart Disease with Machine Learning Algorithms", 2018 IEEE 4th International Conference on Computer and Communications.10.1109/ICCMC.2017.8282712Chaitanya Suvarna, Abhishek Sali," Efficient Heart Disease Prediction system using Optimization Technique", Proceedings of the IEEE 2017 International Conference on Computing Methodologies and Communication (ICCMC).10.14419/ijet.v7i2.32.15714Rajesh N et al." Prediction of Heart Disease Using Machine Learning Algorithms", International Journal of Engineering & Technology, 7 (2.32) (2018) 363-366.10.1109/ICE348803.2020.9122958Archana Singh, Rakesh Kumar, "Heart Disease Prediction Using Machine Learning Algorithms", 2020 International Conference on Electrical and Electronics Engineering (ICE3-2020).https://www.kaggle.com/bakar31/heart-disease-analysis-and-predictionhttps://towardsdatascience.com/a-look-at-precision-recall-and-f1-score-36b5fd0dd3ec