Fashion and Textiles

International Journal of Interdisciplinary Research

Table 5 Table of means of permutation feature importances for all measurements and both genders

From: Missing body measurements prediction in fashion industry: a comparative approach

Input feature	Women				Men
Input feature	LR	RF	GB	SVR	LR	RF	GB	SVR
Height	0.613	0.542	0.551	0.568	0.761	0.653	0.641	0.661
Weight	0.722	0.549	0.571	0.620	0.689	0.490	0.497	0.540
Chest/bust girth	0.514	0.490	0.488	0.492	0.342	0.310	0.305	0.316
Waist girth	0.549	0.450	0.480	0.502	0.391	0.344	0.338	0.352
Hip girth	0.267	0.254	0.254	0.258	0.176	0.167	0.167	0.171
Inside leg length	0.477	0.375	0.376	0.403	0.438	0.340	0.331	0.360
Age	0.044	0.039	0.040	0.042	0.042	0.037	0.038	0.038
Shoe size	0.012	0.009	0.011	0.011	0.018	0.013	0.015	0.015
SPC_manager	0.004	0.002	0.002	0.002	0.007	0.004	0.003	0.004
SPC_student	0.009	0.005	0.004	0.005	0.004	0.002	0.002	0.003
SPC_employee	0.006	0.003	0.002	0.003	0.003	0.001	0.001	0.002
SPC_inactive	0.002	0.001	0.001	0.001	0.001	0.001	0.001	0.001
SPC_laborer	0.003	0.002	0.002	0.002	0.004	0.003	0.002	0.003
SPC_retiree	0.004	0.002	0.001	0.002	0.004	0.002	0.001	0.002

SPC Socio-Professional Category

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