Table 2.
Validation and test set results for land cover predictions, for pixel image patches
| Validation | Test | |||||||
|---|---|---|---|---|---|---|---|---|
| Pre | Rec | F1 | IoU | Pre | Rec | F1 | IoU | |
| Fields | 0.972 | 0.974 | 0.973 | 0.948 | 0.962 | 0.978 | 0.970 | 0.941 |
| Mires | 0.884 | 0.898 | 0.891 | 0.804 | 0.872 | 0.925 | 0.898 | 0.815 |
| Roads | 0.853 | 0.902 | 0.877 | 0.781 | 0.846 | 0.920 | 0.882 | 0.788 |
| Watercourses | 0.747 | 0.799 | 0.772 | 0.629 | 0.783 | 0.819 | 0.801 | 0.668 |
| Water bodies | 0.991 | 0.995 | 0.993 | 0.986 | 0.987 | 0.992 | 0.989 | 0.979 |
| Overall | 0.890 | 0.914 | 0.915 | 0.829 | 0.890 | 0.927 | 0.920 | 0.838 |