Table 4.
Dataset | Metric | 4 | 5 | 6 | 7 | 8 |
---|---|---|---|---|---|---|
Tawsifur | Noise number | 41 | 38 | 36 | 31 | 29 |
RE (%) | 78.87 | 80.41 | 81.44 | 84.02 | 85.05 | |
OA (%) | 97.86 | 98.07 | 98.14 | 98.43 | 98.57 | |
Skytells | Noise number | 26 | 19 | 16 | 16 | 14 |
RE (%) | 87.91 | 91.16 | 92.56 | 92.56 | 93.49 | |
OA (%) | 97.84 | 98.62 | 98.75 | 98.75 | 99.48 | |
CXRs | Noise number | 37 | 29 | 34 | 31 | 27 |
RE (%) | 78.49 | 83.14 | 80.23 | 81.98 | 84.30 | |
OA (%) | 85.14 | 90.69 | 89.63 | 89.88 | 92.82 |
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).