Table 2.
Dataset | Metric | 0.1 | 0.15 | 0.2 | 0.25 | 0.3 |
---|---|---|---|---|---|---|
Tawsifur | Noise number | 21 | 21 | 38 | 56 | 118 |
RE (%) | 89.18 | 89.18 | 80.41 | 71.13 | 39.18 | |
OA (%) | 99.36 | 99.50 | 97.86 | 96.79 | 91.86 | |
Skytells | Noise number | 20 | 26 | 36 | 53 | 108 |
RE (%) | 90.70 | 87.91 | 83.26 | 75.35 | 49.77 | |
OA (%) | 99.48 | 98.82 | 97.25 | 95.41 | 94.36 | |
CXRs | Noise number | 91 | 70 | 60 | 58 | 120 |
RE (%) | 47.09 | 59.30 | 65.12 | 66.28 | 30.23 | |
OA (%) | 80.57 | 82.86 | 85.14 | 89.55 | 76.57 |
Note: bold numbers represent the best results. Experimental results of NLA are as follows: Noise number = 194, OA = 71.36 % (Tawsifur dataset); Noise number = 215, OA = 68.66 % (Skytells dataset); Noise number = 172, OA = 60.82 % (CXRs dataset).