Table 5.

Lists of the Features that Account for 25% of Feature Importance and Importance Values (%) in Binary Classification Settings

TE-SE		TE-SY		SE-SY
Feature	Importance (%)	Feature	Importance (%)	Feature	Importance (%)
Costal angle	6.16	Speed of movement	1.45	Costal angle	3.28
Obesity	2.76	Obesity	1.45	Dynamic/static personality	1.31
Chest circumference	2.53	Waist width	1.36	Preference for cooler temperatures	1.19
Waist circumference	2.34	Pelvic circumference	1.32	State of digestion under bad conditions	1.13
Waist width	2.04	Waist circumference	1.31	Chest circumference	1.10
Pelvic circumference	2.04	Chest circumference	1.26	Active/passive personality	1.06
Rib circumference	2.00	Chest width	1.17	Frequency of feeling hot on your body	0.94
Chest width	1.92	Hip circumference	1.16	Rib circumference	0.94
State of endocrinopathy	1.86	Costal angle	1.06	Temperature of drinking water	0.89
		Body weight	0.94	Extroverted/introverted personality	0.86
		Rib circumference	0.94	Pale face	0.85
		Axillary circumference	0.85	Waist circumference	0.83
		State of endocrinopathy	0.84	Self-expressive or not self-expressive	0.83
		Axillary width	0.84	Speak directly/indirectly	0.83
		Pelvic width	0.75	Bold/delicate personality	0.77
		Rib width	0.73	degree of water intake	0.75
		Usual degree of sweating	0.70	Axillary circumference	0.74
		Usual appetite	0.65	Speed of movement	0.72
		Neck circumference	0.65	Masculine/feminine personality	0.71
		Open-minded/close-minded	0.64	Pelvic circumference	0.69
		Self-expressive or not self-expressive	0.64	Decisive/indecisive personality	0.68
		Education	0.62	Thirstiness	0.67
		Coldness/warmness in hands	0.62	Chest width	0.66
		Active/passive personality	0.59	Neck circumference	0.66
		Forehead circumference	0.58	Body weight	0.66
		Decisive/indecisive personality	0.57	Feeling after sweating	0.65
		Speak directly/indirectly	0.56
		Quantity of water intake	0.54