Missing body measurements prediction in fashion industry: a comparative approach

Fashion and Textiles

International Journal of Interdisciplinary Research

Table 4 Models with lowest KL divergence from the expected distribution sorted by lowest divergence

Measurement	Women		Men
Measurement	Lowest KL divergence	Model	Lowest KL divergence	Model
Left shoulder slope (acromiale-neck base)	0.0238	LR	0.0191	RF
Bustpoint-waist length	0.0066	SVR	–	–
Shoulder length (acromia—7th cervical vertebra)	0.0027	LR	0.0024	LR
Wrist girth	0.0020	LR	0.0018	LR
Bustpoint length (neck base-bustpoint)	0.0018	LR	–	–
Ankle girth	0.0017	SVR	0.0014	LR
Upper arm girth	0.0016	RF	0.0012	RF
Head height (vertex-7th cervical)	0.0013	SVR	0.0012	LR
Length of scye	0.0013	LR	0.0003	LR
Chest/Bust width	0.0012	SVR	0.0006	SVR
Body rise	0.0012	SVR	0.0016	SVR
Neck base girth (suprasternal)	0.0010	LR	0.0010	SVR
Calf girth	0.0010	SVR	0.0009	SVR
Neck girth	0.0010	SVR	0.0009	LR
Back length (7th cervical-waist)	0.0009	LR	0.0009	LR
Knee girth	0.0009	LR	0.0007	LR
Back lower trunk length	0.0008	LR	0.0009	SVR
Bustpoints breadth	0.0008	SVR	–	–
Front lower trunk length	0.0008	SVR	0.0009	SVR
Thigh girth	0.0007	RF	0.0006	GB
High hip girth	0.0005	RF	0.0004	LR
Left arm length (acromia-wrist)	0.0005	LR	0.0006	SVR
Underbust girth	0.0005	SVR	–	–
Head girth	0.0004	SVR	0.0003	LR
Waist-knee height	0.0003	SVR	0.0003	LR
Knee-ground height	0.0002	SVR	0.0002	LR
Left waist side length-ground	0.0001	SVR	–	–
Waist height	0.0001	LR	0.0001	LR
7th cervical height	0.0000	LR	0.0000	LR
Back width	0.0000	GB	0.0000	LR