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 | ||||||||