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C-set bias, C-set mean property, C-set mean spectrum – BUCHI NIRCal User Manual

Page 176: C-set press, 24 c-set bias, 25 c-set mean property, 26 c-set mean spectrum, 27 c-set press

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NIRCal 5.5 Software Manual

176

NIRCal 5.5 Manual, Version A

3.18.24

C-Set BIAS

Description

Bias provides information on the average deviation of the predicted values
from the true values.
BIAS of the calibration set spectra.

Use

To compare with the V-Set Bias.

Method

PCR / PLS

Matrices ID

17

Tip

The C-Set Bias is zero by definition.

Details

Available in the calibration protocol.

Formula

Related Topic

V-Set BIAS

3.18.25

C-Set Mean Property

Description

Average property value of the C-Set spectra. Internally used for
meancentering.

Use

Compare with the predicted mean property value.

Method

MLR / PCR / PLS

Matrices ID

35

Tip

Details

It is available in the calibration protocol (C-Set Orig.mean).

Related Topic

Pretreated Property

3.18.26

C-Set Mean Spectrum

Description

Mean spectra of the calibration set.

Use

Internally used for meancentering.

Method

all

Matrices ID

34

Tip

Details

Pretreatments take effect.

Formula

Related Topic

Pretreated Spectra


It is calculated by averaging the intensity values at each wavelength.

The centre of the new coordinate system is shifted to that point: mean centering.

3.18.27

C-Set PRESS

Description

Calibration Set: Predicted Residual Error Sum Square.

Use

To estimate the number of PCs. Compare it with the V-Set PRESS

Method

PCR / PLS

Matrices ID

13

Tip

Graphics / C-Set Statistics / PRESS

Details

Shows the calibration set PRESS in function of the number of PCs.

Formula

Related Topic

V-Set PRESS


This function calculates the error sum square as a function of the number of PCs. The term

„residual“

here refers to the difference between the predicted values and from the original reference values.