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. 2021 Jun 24;21(13):4328. doi: 10.3390/s21134328

Table 9.

Classification accuracy statistics of red edge index features.

Class Scheme C-1 Scheme C-2 Scheme C-3 Scheme C-4
PA% UA% F1% PA% UA% F1% PA% UA% F1% PA% UA% F1%
Summer
maize
90.94 77.64 83.76 91.07 76.95 83.42 89.49 76.73 82.62 90.75 77.64 83.68
Spring
maize
55.29 69.39 61.54 52.83 69.27 59.94 53.62 67.60 59.80 55.58 69.19 61.64
Cotton 87.57 86.71 87.14 90.35 84.69 87.43 90.94 88.17 89.53 88.32 87.16 87.74
Minor
crops
30.15 49.79 37.56 33.51 48.51 39.64 28.61 46.64 35.46 30.67 51.07 38.32
Greenhouses 75.70 86.55 80.76 74.17 90.06 81.35 78.26 90.00 83.72 73.40 87.50 79.83
Orchards 64.09 74.25 68.79 57.66 73.58 64.65 61.52 67.44 64.34 63.27 73.51 68.01
Woods 83.54 80.00 81.73 84.22 79.96 82.03 79.00 79.82 79.41 83.43 80.24 81.80
Cities and towns 98.68 73.21 84.06 98.31 76.61 86.11 98.74 73.81 84.47 98.76 74.44 84.89
Water
bodies
54.86 97.84 70.30 62.97 97.54 76.53 56.25 97.89 71.45 57.89 98.00 72.78
OA (%) 77.82 78.82 77.48 78.35
Kappa
coefficient
0.7288 0.7413 0.7248 0.7354