Appendix 17

 

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Appendix 17 - SIFR – SIMCA model outputs

 Appendix 17 reproduces the graphical outputs of the PCA models produced in Section 5.3.2.  A list of the outputs is as follows:  

17.1

:

SIFR-SIMCA-UK1 - Model overview plot

17.2

:

SIFR-SIMCA-UK1 - Loadings column plot

17.3

:

SIFR-SIMCA-UK1 - Score scatter plot

17.4

:

SIFR-SIMCA-UK1 – Variable R2 Q2 plot

17.5

:

SIFR-SIMCA-UK2 - Model overview plot

17.6

:

SIFR-SIMCA-UK2  - Loadings column plot

17.7

:

SIFR-SIMCA-UK2  - Score scatter plot

17.8

:

SIFR-SIMCA-UK2  - Variable R2 Q2 plot

17.9

:

SIFR-SIMCA-SE1 - Model overview plot

17.10

:

SIFR-SIMCA-SE1 - Loadings scatter plot.

17.11

:

SIFR-SIMCA-SE1 - Score scatter plot.

17.12

:

SIFR-SIMCA-SE1 – Variable R2 Q2 plot

17.13

:

UK SIFR SIMCA Model membership probabilities

17.14

:

SIFR-SIMCA-SE1 Model membership probabilities

17.15

:

SIFR-SIMCA-US1 - Model overview plot

17.16

:

SIFR-SIMCA-US1 - Loadings column plot

17.17

:

SIFR-SIMCA-US1  - Score scatter plot.

17.18

:

SIFR-SIMCA-US1  - Variable R2 Q2 plot.

17.19

:

SIFR-SIMCA-US1 - Model membership probabilities.

 

17.1 – SIFR-SIMCA-UK1 - Model overview plot

17.2 – SIFR-SIMCA-UK1 Loadings column plot

 

17.3 – SIFR-SIMCA-UK1  - Score scatter plot

                                    

17.4 – SIFR-SIMCA-UK1  - Variable R2 Q2 plot

17.5 – SIFR-SIMCA-UK2 - Model overview

 

17.6- SIFR-SIMCA-UK2 -  Loadings column plot

 

 

17.7 – SIFR-SIMCA-UK2 - Score scatter plot

17.8- SIFR-SIMCA-UK2 – Variable R2 Q2 plot

 

 

17.9 – SIFR-SIMCA-SE1 - Model overview plot

17.10 – SIFR-SIMCA-SE1 Loadings scatter plot

17.11 – SIFR-SIMCA-SE1 - Score scatter plot

17.12 – SIFR-SIMCA-SE1 – Variable R2 Q2 plot

  

Primary ID

Actual Class Membership

SIFR-SIMCA-UK1

Membership Probability

SIFR-SIMCA-UK2

Membership Probability

UK1

Class 2

0.000

0.219

UK2

Class 3

0.000

0.000

UK3

Class 1

0.419

0.024

UK4

Class 1

0.989

0.000

UK5

Class 2

0.000

0.561

UK6

Class 3

0.000

0.000

UK7

Class 1

0.233

0.013

UK8

Class 2

0.000

0.360

UK10

Class 2

0.000

1.000

 

17.13 – UK SIFR-SIMCA Model membership probabilities

 

 

 

Primary ID

SIFR-SIMCA-SE1

Membership probability

SE1

0.000

SE2

0.438

SE3

0.991

SE4

0.458

SE5

0.450

SE6

0.383

SE7

0.465

SE9

0.020

SE10

0.170

SE11

0.708

 

17.14 - SIFR-SIMCA-SE1 Model membership probabilities

 

17.15 – SIFR-SIMCA-US1 - Model overview plot

 

17.16 – SIFR-SIMCA-US1 - Loadings column plot

 

17.17 – SIFR-SIMCA-US1 - Score scatter plot

 

17.18 – SIFR-SIMCA-US1 -  Variable R2 Q2 plot

Primary ID

SIFR-SIMCA-US1 Membership Probability

Class

US1

0.948

1

US2

0.006

2

US4

0.000

2

US5

0.456

1

US6

0.246

1

 

17.19 – SIFR-SIMCA-US1- Model membership probabilities