Table 3.
Dataset | Metric | 2 | 3 | 4 | 5 | 6 |
---|---|---|---|---|---|---|
Tawsifur | Noise number | 63 | 29 | 41 | 38 | 30 |
RE (%) | 67.53 | 85.05 | 78.87 | 80.41 | 84.54 | |
OA (%) | 93.43 | 99.36 | 97.86 | 98.07 | 99.07 | |
Skytells | Noise number | 72 | 28 | 26 | 36 | 35 |
RE (%) | 66.51 | 86.98 | 87.91 | 83.26 | 83.72 | |
OA (%) | 90.95 | 97.77 | 97.84 | 97.18 | 97.25 | |
CXRs | Noise number | 43 | 73 | 37 | 60 | 48 |
RE (%) | 75.00 | 57.56 | 78.49 | 65.12 | 72.09 | |
OA (%) | 84.18 | 79.10 | 85.14 | 81.55 | 83.92 |
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).