|  |  |  | VNIR |  |  | SWIR |  |
---|---|---|---|---|---|---|---|---|
 |  |  | 2016/17 | 2016/18 | 2017/18 | 2016/17 | 2016/18 | 2017/18 |
Modeling | Original data | CA (%) | 68 ± 1 | 72 ± 1 | 72 ± 1 | 72 ± 1 | 73 ± 1 | 79 ± 1 |
TPR (%) | 71 ± 4 | 73 ± 3 | 72 ± 4 | 79 ± 8 | 67 ± 5 | 79 ± 4 | ||
FPR (%) | 29 ± 4 | 32 ± 3 | 22 ± 4 | 36 ± 7 | 25 ± 4 | 25 ± 5 | ||
Annotated data | CA (%) | 86 ± 2 | 89 ± 1 | 89 ± 0 | 86 ± 1 | 86 ± 3 | 93 ± 0 | |
TPR (%) | 86 ± 3 | 89 ± 3 | 90 ± 1 | 83 ± 3 | 82 ± 4 | 90 ± 2 | ||
FPR (%) | 18 ± 4 | 12 ± 1 | 10 ± 1 | 14 ± 3 | 13 ± 2 | 6 ± 2 | ||
Application on third year | Original data | CA (%) | 63 | 62 | 57 | 57 | 62 | 52 |
TPR (%) | 61 | 61 | 47 | 38 | 71 | 51 | ||
FPR (%) | 19 | 43 | 68 | 35 | 30 | 72 | ||
Annotated data | CA (%) | 82 | 73 | 59 | 36 | 56 | 49 | |
TPR (%) | 85 | 79 | 92 | 47 | 42 | 99 | ||
FPR (%) | 14 | 16 | 40 | 20 | 31 | 72 |