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Table 2 Summary of calibration and prediction PLS-R parameters for the tannin profile

From: Rapid tannin profiling of tree fodders using untargeted mid-infrared spectroscopy and partial least squares regression

 

LV

Regions (cm−1)

R2C

RMSEC

RMSECV

R2P

RMSEP

RPD

RER

Cal. Bias

%CT (HBAI)

7

iPLS (1186–1454)

0.93

0.59

0.76

0.92

0.70

3.71

13.1

− 0.019

%CT (Thiolysis)

6

Main frequencies (551–1810/2700–3000)

0.87

0.89

1.08

0.88

0.93

2.80

11.5

− 0.215

mDP

6

Full range (550–4000)

0.75

0.64

0.84

0.66

0.77

1.86

7.16

− 0.015

PC

8

Fingerprint (700–1700)

0.97

4.96

6.82

0.96

5.60

5.26

14.1

0.208

cis

6

iPLS (9 regionsa)

0.96

6.74

8.39

0.95

7.07

4.24

13.3

− 0.157

  1. LV latent variables, RMSEC/CV/P root-mean-square error or calibration/cross-validation/prediction, RPD ratio of prediction to deviation, RER range error ratio, %CT content of condensed tannins (%DM) measured by HCl-butanol-acetone-iron assay (HBAI) or thiolysis-HPLC (Thiolysis), mDP mean degree of polymerisation, PC % procyanidin units (% condensed tannins), cis % cis units (% condensed tannins)
  2. a646–673/790–846/877–904/1108–1135/1253–1280/1340–1367/1398–1425/1658–1685/1716–1743/1774–1810 cm−1