BUCHI NIRCal User Manual

Page 153

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Chemometrics

NIRCal 5.5 Manual, Version A

153


Result of the calculation

Row

Name

Description

59

Blow Up Parameter

Title

60

Residual Blow Up

Factor for residual limit calculation (default: 2)

61

Score Blow Up

Factor for score limit calculation (default: 1.05)

63

Max C-Set Spectra Residual

Highest value of the C-Set residuals

64

Max Allowed Residual for
Calibration

Residual limit of the calibration for the application (max.* 2)

Q-Value protocol

67

Q-Value V5

Q-Value of the calibration according version 5. The higher
the Q-Value the best the calibration.

68

Validation Method

Selected Validation method: Validation Set or Cross
Validation

70

C-Set Residual too big*

Number of C-Set spectra with too high residual = rejection of
known (theoretically: 0 but always tested!)

71

V-Set Residual too big*

Number of V-Set spectra with too high residual = rejection of
unknown (should be zero)

73

Num Properties

Number of properties in the calibration (should be always 1
for the application)

74

Rel. Consistency*

The C- and V-Set should have similar low standard error of
prediction (BIAS corrected):
Abs(SEC-SEP)/(Abs(SEP)+1). Should be close to 0

75

Weighted BIAS*

The absolute V-Set BIAS should be as close to zero as
possible:
Abs(Vset-BIAS)/Abs(Range)

76

Validity*

The V-Set regression coefficient should be near to 1:
1-VsetRegr. Validity should be close to 0

77

Comparability*

C- and V-Set should have similar high regression coefficient
of prediction:
Abs(CsetRegr-VsetRegr). Comparability should be close to 0

78

Precision*

V-Set standard error of prediction (BIAS corrected) should be
low:
SEP/Abs (Range)

79

Weighted Accuracy*

V-Set residual sum of squares=RSS should be low (not BIAS
corrected):
Abs(Sum((Orig-Predicted)^2)/Abs (Range)

* used with different weighting values.

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