Table 1 Summary of PLS LOOCV and iCONIC prediction results for the human subject dataset

From: Spectroscopic approach for dynamic bioanalyte tracking with minimal concentration information

  

Conventional PLS Model

ICONIC Model

Subject

No. of Data Points

RMSECV (mM)

RMSEP (mM)

k1

k2

λ

Change in error (%)

1

25

1.17

0.68

0.0200

0.0192

0.89

42.15

2

26

0.72

0.57

0.0185

0.0178

0.77

20.39

3

26

1.28

0.53

0.0157

0.0151

0.67

58.87

4

20

0.76

0.37

0.0245

0.0240

0.36

51.31

5

32

0.56

0.46

0.0125

0.0120

0.55

17.62

6

25

0.80

0.64

0.0230

0.0217

0.38

19.47

7

26

0.83

0.44

0.0220

0.0214

0.40

46.55

8

28

0.79

0.57

0.0155

0.0148

0.25

27.84

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