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 |