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. 2023 Jul 8;9(7):e17916. doi: 10.1016/j.heliyon.2023.e17916

Table 5.

R2 score comparison for overall and segmented groups of psychographic characteristics by garment types.

Training Data (70 rows) Testing Data (50 rows)
Blazer
Overall 0.94481 0.94862
Group 1 (Train: 15 rows; Test: 9 rows) 0.98580 0.99037
Group 2 (Train: 12 rows; Test: 9 rows) 0.99844 0.95525
Group 3 (Train: 11 rows; Test: 8 rows) 0.99058 0.98725
Group 4 (Train: 17 rows; Test: 16 rows) 0.99955 0.98965
Group 5 (Train: 15 rows; Test: 8 rows) 0.99724 0.99843
Long-sleeved shirt
Overall 0.99149 0.98970
Group 1 (Train: 15 rows; Test: 9 rows) 0.99755 0.99883
Group 2 (Train: 12 rows; Test: 9 rows) 0.99882 0.99272
Group 3 (Train: 11 rows; Test: 8 rows) 0.99933 0.99031
Group 4 (Train: 17 rows; Test: 16 rows) 0.99824 0.99513
Group 5 (Train: 15 rows; Test: 8 rows) 0.99899 0.99958
Short-sleeved shirt
Overall 0.99897 0.99045
Group 1 (Train: 15 rows; Test: 9 rows) 0.99975 0.99826
Group 2 (Train: 12 rows; Test: 9 rows) 0.99983 0.99970
Group 3 (Train: 11 rows; Test: 8 rows) 0.99865 0.99984
Group 4 (Train: 17 rows; Test: 16 rows) 0.99992 0.99901
Group 5 (Train: 15 rows; Test: 8 rows) 0.98149 0.99973
Trousers
Overall 0.99104 0.99515
Group 1 (Train: 15 rows; Test: 9 rows) 0.99815 0.99711
Group 2 (Train: 12 rows; Test: 9 rows) 0.99976 0.99573
Group 3 (Train: 11 rows; Test: 8 rows) 0.99780 0.99987
Group 4 (Train: 17 rows; Test: 16 rows) 0.99919 0.99799
Group 5 (Train: 15 rows; Test: 8 rows) 0.99957 0.99978