Table 1.
Partial least squares discriminant analysis statistics of the calibrated and cross validated data from the environmentally matched group of horses (n = 35) from the first (before VIP selection) and second (after VIP selection) rounds of modelling.
| Before VIP selection | After VIP selection | |||
|---|---|---|---|---|
| CAL | CV | CAL | CV | |
| Specificity | 1.00 | 0.70 | 1.00 | 1.00 |
|
Sensitivity Error |
1.00 RMSEC = 0.092 |
0.72 RMSECV = 0.480 |
1.00 RMSEC = 0.052 |
0.94 RMSECV = 0.275 |
CAL = calibration; CV = cross validation.