Open Access

ARTICLE

A Study on Outlier Detection and Feature Engineering Strategies in Machine Learning for Heart Disease Prediction

Varada Rajkumar Kukkala¹, Surapaneni Phani Praveen², Naga Satya Koti Mani Kumar Tirumanadham³, Parvathaneni Naga Srinivasu^4,5,*

1 Department of Computer Science & Engineering (AIML), MLR Institute of Technology, Hyderabad, 500043, India
2 Department of Computer Science and Engineering, Prasad V. Potluri Siddhartha Institute of Technology, Vijayawada, 520007, India
3 Department of Computer Science & Engineering, Sir C. R. Reddy College of Engineering, Eluru, 534001, India
4 Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amaravati, 522503, India
5 Department of Teleinformatics Engineering, Federal University of Ceará, Fortaleza, 60455-970, Brazil

* Corresponding Author: Parvathaneni Naga Srinivasu. Email: