From: Optimum design of chamfer masks using symmetric mean absolute percentage error
Neighborhood | Metric | Local weights | SMAPE (%) | MAE (%) |
---|---|---|---|---|
3Ă—3: (a,b) | Euclidean | \((1,\sqrt {2})\) | 3.9566 | 7.6120 |
 | Verwer | (0.9481,1.3408) | 2.6641 | 5.4741 |
 | Butt et al. | (0.9619,1.3604) | 2.0174 | 3.9609 |
 | Proposed | (0.9612,1.3593) | 1.9790 | 4.0366 |
 |  | (99,140)/102.995 | 1.9791 | 4.0354 |
5Ă—5: (a,b,c) | Euclidean | \((1,\sqrt {2},\sqrt {5})\) | 1.3557 | 2.6751 |
 | Verwer | (0.9801,1.4060,2.2044) | 1.0050 | 2.0304 |
 | Butt et al. | \((0.9866,\sqrt {2},2.2062)\) | 0.6823 | 1.3582 |
 | Proposed | \((0.9865,\sqrt {2},2.2059)\) | 0.6796 | 1.3685 |
 |  | (805,1154,1800)/816 | 0.6786 | 1.3665 |
7Ă—7: (a,b,c,d,e) | Euclidean | \((1,\sqrt {2},\sqrt {5},\sqrt {10},\sqrt {13})\) | 0.6498 | 1.2913 |
 | Verwer | (0.9902,1.4092,2.2363,3.1420,3.5960) | 0.4924 | 0.9897 |
 | Butt et al. | \((0.9935,\sqrt {2},\sqrt {5},3.1419,\sqrt {13})\) | 0.3261 | 0.6543 |
 | Proposed | \((0.9935,\sqrt {2},2.2220,3.1417,3.5830)\) | 0.3261 | 0.6543 |
 |  | (444,632,993,1404,1601)/446.87 | 0.3268 | 0.6514 |