A Hybrid Intelligent System Framework for the Prediction of Heart Disease Using Machine Learning Algorithms

Table 5

Important features selected by LASSO FS algorithm.

Order	Feature	Feature name	Feature code	Score
1	2	Sex	SEX	0.15
2	12	Fluoroscopy	VCA	0.14
3	9	EIAgina	EIA	0.13
4	3	Type chest pain	CPT	0.10
5	11	SlopofST	PES	0.08
6	13	Thallium scan	THA	0.08