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.

From: Antigen array for serological diagnosis and novel allergen identification in severe equine asthma

 

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

  1. CAL = calibration; CV = cross validation.