Machine Learning-Based Facial Beauty Prediction and Analysis of Frontal Facial Images Using Facial Landmarks and Traditional Image Descriptors

Table 2

Description of Symmetry ratios used.

S. No.	Description	Ratio vector
1.	Lower eyebrow length
2.	Lower lip length
3.	Upper eyebrow
4.	Upper lip
5.	Nose