Research Article
[Retracted] Tobacco Leaves Disease Identification and Spot Segmentation Based on the Improved ORB Algorithm
Table 7
Experimental results of feature selection of particle swarm optimization for 15 times.
| Number of experiments | Binary representation of feature-preferred combinations | Adaptability | Cross-validation rate (%) | Verification set recognition rate (%) |
| 1 | 0101101100101101101001010101 | 94.23 | 88.57 | 94.00 | 2 | 1001011000010101001010001011 | 94.15 | 88.69 | 93.67 | 3 | 0001001010110110101001111010 | 98.65 | 89.23 | 91.00 | 4 | 1101010011100001001100100011 | 95.56 | 87.87 | 95.67 | 5 | 0001100110010111110101010110 | 92.15 | 92.66 | 8933 | 6 | 1000100100010000101011011101 | 93.26 | 86.71 | 92.67 | 7 | 0010100110110110111001101111 | 94.31 | 87.24 | 93.00 | 8 | 1001100100011001101011001111 | 94.11 | 89.31 | 94.00 | 9 | 0001100101001111001100111100 | 95.68 | 88.65 | 92.65 | 10 | 1000010001101010101100101011 | 95.26 | 93.31 | 96.00 | 11 | 1001010010001011011010111001 | 94.37 | 92.33 | 94.33 | 12 | 1101010001001101100100101010 | 92.31 | 89.23 | 93.00 | 13 | 1101010001001101100100101010 | 91.36 | 87.56 | 92.00 | 14 | 1101110101001100110010010011 | 95.15 | 86.26 | 89.23 | 15 | 0001010101010010011001010101 | 98.26 | 91.22 | 97.65 |
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