Table 2 Quantification of large fructose concentrations in horse serum and glucose solutions.

From: Exploration of linear and interpretable models for quantification of cell parameters via contactless short-wave infrared hyperspectral sensing

 

Validation in dataset 11

Testing in datasets 9, 10

MAE

MAPE

RMSE

R2

MAE

MAPE

RMSE

R2

L-SLR (n = 10)

34.38

0.08

53.4

0.96

28.37

0.13

33.69

0.98

NMF Regression (n = 10)

94.05

0.24

116.01

0.8

76.7

0.19

109.62

0.82

PLS–R (n = 10)

36.31

0.11

47.03

0.97

19.43

0.11

28.94

0.99

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