Table 4.
The c-statistic of logistic regression model showing the performance of spectral indices in discriminating between the healthy (T0) and disease (T1) treatments of the four reference varieties [bold font highlights c-values ≥ 0.8 for the early (Weeks 1–3, heading to fruiting stages) and later stages (Weeks 4–6, ripening stage)].
Index | C-statistic | ||
---|---|---|---|
Weeks 1–3 | Weeks 4–6 | All | |
SRRed−edge | 0.77 | 0.54 | 0.59 |
CIRed−edge | 0.78 | 0.54 | 0.59 |
NDVI | 0.79 | 0.58 | 0.61 |
ND705 | 0.77 | 0.54 | 0.59 |
mSR705 | 0.77 | 0.51 | 0.58 |
mND705 | 0.77 | 0.51 | 0.58 |
SIPI | 0.80 | 0.55 | 0.61 |
PRI | 0.77 | 0.71 | 0.54 |
WI | 0.84 | 0.70 | 0.68 |
NDWI | 0.92 | 0.80 | 0.74 |
PSRI | 0.82 | 0.43 | 0.58 |
RRDIRed−edge | 0.72 | 0.60 | 0.57 |
NPQI | 0.70 | 0.83 | 0.70 |
CAI | 0.83 | 0.61 | 0.64 |
HI | 0.80 | 0.76 | 0.54 |
DSI | 0.62 | 0.79 | 0.56 |