Research Article
Integrating SOMs and a Bayesian Classifier for Segmenting Diseased Plants in Uncontrolled Environments
Table 3
Matching and missegmentation results.
| Iter. | S1 | S2 | S3 | Avg. | Match. | Miss. | Match. | Miss. | Match. | Miss. | Match. | Miss. |
| 1 | 90 | 52.5 | 90.22 | 37.54 | 90.82 | 36.42 | 90.35 | 42.15 | 2 | 98.33 | 8.43 | 98.02 | 6.38 | 97.46 | 5.6 | 97.93 | 6.8 | 3 | 99.84 | 0.15 | 99.38 | 0 | 98.61 | 0.15 | 99.28 | 0.1 | 4 | 99.07 | 0.21 | 98.85 | 0.03 | 98.78 | 1.09 | 98.9 | 0.44 | 5 | 98.74 | 6.5 | 98.22 | 15.26 | 97.64 | 7.41 | 98.2 | 9.72 | 6 | 94.77 | 10.44 | 95.4 | 11.11 | 93.42 | 10.38 | 94.53 | 10.64 | 7 | 97.69 | 9.96 | 97.6 | 15.96 | 96.68 | 17.45 | 97.33 | 14.46 | 8 | 99.66 | 0.03 | 99.27 | 0.06 | 99.42 | 0.07 | 99.45 | 0.05 | 9 | 98.67 | 0 | 98.78 | 0 | 98.41 | 3.24 | 98.62 | 1.08 | 10 | 99.44 | 0.04 | 97.97 | 0 | 98.75 | 2.3 | 98.72 | 0.78 |
| Total | 97.62 | 8.83 | 97.37 | 8.63 | 97 | 8.41 | 97.33 | 8.62 |
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