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 97.338.62