Demonstration Datasets: Difference between revisions

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The following is a list of the data supplied with PLS_Toolbox. It consists of the name of the file (all end in ".mat" unless otherwise specified) along with a brief description of the contents of the given file.
The following is a list of the data supplied with PLS_Toolbox. It consists of the name of the file (all end in ".mat" unless otherwise specified) along with a brief description of the contents of the given file.


<pre>alcohol        - Biological fluid analysis of alcoholics for discriminant analysis.
{| class="wikitable"
aminoacids      - AMINOACIDS Fluorescence EEM of 5 samples for PARAFAC.
|-
arch            - ARCH Archeological artifact data set for PCA amd SIMCA examples.
|alcohol        || Biological fluid analysis of alcoholics for discriminant analysis.
bread          - Sensory evaluation of breads.
|-
dorrit          - DORRIT EEM of 27 samples with 4 flourophores for PARAFAC.
|aminoacids      || AMINOACIDS Fluorescence EEM of 5 samples for PARAFAC.
etchdata        - Engineering process data from semiconductor metal etch (MPCA).
|-
fia            - UV detection of Flow Injection Analysis of hydroxy-benzaldehyde (n-way data: sample, wavelength, time).
|arch            || ARCH Archeological artifact data set for PCA amd SIMCA examples.
FTIR_microscopy - FTIR microscopy transect spectra of a three-layer polymer laminate.
|-
halddata        - HALDDATA Hald cement curing data.
|bread          || Sensory evaluation of breads.
lcms            - LC/MS electrospray of 15 surfactant solution.
|-
lcms_compare1  - Select data from LC/MS electrospray data set.
|dorrit          || DORRIT EEM of 27 samples with 4 flourophores for PARAFAC.
lcms_compare2  - Select data from LC/MS electrospray data set.
|-
lcms_compare3  - Select data from LC/MS electrospray data set.
|etchdata        || Engineering process data from semiconductor metal etch (MPCA).
MS_time_resolved - Direct probe time profile MS of three color-coupling compounds.
|-
MS_time_resolved_references - Reference spectra of pure compounds from MS_time_resolved.
|fia            || UV detection of Flow Injection Analysis of hydroxy-benzaldehyde (n-way data: sample, wavelength, time).
nir_data        - NIR_DATA NIR spectra of pseudo gasoline samples for STDDEMO.
|-
nmr_data        - NMR_DATA NMR data for GRAM demo.
|FTIR_microscopy || FTIR microscopy transect spectra of a three-layer polymer laminate.
oesdata        - OESDATA Optical emission spectra from metal etch.
|-
paint          - PAINT Non-linear paint formulation data.
|halddata        || HALDDATA Hald cement curing data.
pcadata        - PCADATA Slurry Fed Ceramic Melter data.
|-
plsdata        - PLSDATA SFCM data for PCR and PLS demos.
|lcms            || LC/MS electrospray of 15 surfactant solution.
plslogo        - PLSLOGO Data used to construct the PLS logo.
|-
projdat        - PROJDAT Projection demo data for PROJDEMO.
|lcms_compare1  || Select data from LC/MS electrospray data set.
pulsdata        - Time series data from a Slurry Fed Ceramic Melter for PLSPULSM demo.
|-
raman_time_resolved - Raman spectra of a time resolved reaction.
|lcms_compare2  || Select data from LC/MS electrospray data set.
replacedata    - REPLACEDATA SFCM data for REPLACEDEMO.
|-
sawdata        - SAWDATA Surface acoustic wave sensor data.
|lcms_compare3  || Select data from LC/MS electrospray data set.
statdata        - STATDATA Data sets for ANOVA and statistics STATDEMO.
|-
sugar          - SUGAR Fluorescence EEM N-way data set.
|MS_time_resolved || Direct probe time profile MS of three color-coupling compounds.
wine            - WINE Wine demographic data set for PCA example.
|-
redbeerdata.xls  - REDBEERDATA.XLS Example spreadsheet for "Intro to MATLAB".
|MS_time_resolved_references || Reference spectra of pure compounds from MS_time_resolved.
areadrdemtext.txt - AREADRDEMTEXT.TXT Text file used by AREADRDEMO.
|-
xclreadrdata.txt  - XCLREADRDATA.TXT Text file used by XCLREADRDEMO.</pre>
|nir_data        || NIR_DATA NIR spectra of pseudo gasoline samples for STDDEMO.
|-
|nmr_data        || NMR_DATA NMR data for GRAM demo.
|-
|oesdata        || OESDATA Optical emission spectra from metal etch.
|-
|paint          || PAINT Non-linear paint formulation data.
|-
|pcadata        || PCADATA Slurry Fed Ceramic Melter data.
|-
|plsdata        || PLSDATA SFCM data for PCR and PLS demos.
|-
|plslogo        || PLSLOGO Data used to construct the PLS logo.
|-
|projdat        || PROJDAT Projection demo data for PROJDEMO.
|-
|pulsdata        || Time series data from a Slurry Fed Ceramic Melter for PLSPULSM demo.
|-
|raman_time_resolved || Raman spectra of a time resolved reaction.
|-
|replacedata    || REPLACEDATA SFCM data for REPLACEDEMO.
|-
|sawdata        || SAWDATA Surface acoustic wave sensor data.
|-
|statdata        || STATDATA Data sets for ANOVA and statistics STATDEMO.
|-
|sugar          || SUGAR Fluorescence EEM N-way data set.
|-
|wine            || WINE Wine demographic data set for PCA example.
|-
|redbeerdata.xls  || REDBEERDATA.XLS Example spreadsheet for "Intro to MATLAB".
|-
|areadrdemtext.txt || AREADRDEMTEXT.TXT Text file used by AREADRDEMO.
|-
|xclreadrdata.txt  || XCLREADRDATA.TXT Text file used by XCLREADRDEMO.</pre>
|}
</tt>
(Sub topic of [[PLS_Toolbox_Topics|PLS_Toolbox_Topics]])
(Sub topic of [[PLS_Toolbox_Topics|PLS_Toolbox_Topics]])

Revision as of 08:31, 10 October 2008

The following is a list of the data supplied with PLS_Toolbox. It consists of the name of the file (all end in ".mat" unless otherwise specified) along with a brief description of the contents of the given file.

alcohol Biological fluid analysis of alcoholics for discriminant analysis.
aminoacids AMINOACIDS Fluorescence EEM of 5 samples for PARAFAC.
arch ARCH Archeological artifact data set for PCA amd SIMCA examples.
bread Sensory evaluation of breads.
dorrit DORRIT EEM of 27 samples with 4 flourophores for PARAFAC.
etchdata Engineering process data from semiconductor metal etch (MPCA).
fia UV detection of Flow Injection Analysis of hydroxy-benzaldehyde (n-way data: sample, wavelength, time).
FTIR_microscopy FTIR microscopy transect spectra of a three-layer polymer laminate.
halddata HALDDATA Hald cement curing data.
lcms LC/MS electrospray of 15 surfactant solution.
lcms_compare1 Select data from LC/MS electrospray data set.
lcms_compare2 Select data from LC/MS electrospray data set.
lcms_compare3 Select data from LC/MS electrospray data set.
MS_time_resolved Direct probe time profile MS of three color-coupling compounds.
MS_time_resolved_references Reference spectra of pure compounds from MS_time_resolved.
nir_data NIR_DATA NIR spectra of pseudo gasoline samples for STDDEMO.
nmr_data NMR_DATA NMR data for GRAM demo.
oesdata OESDATA Optical emission spectra from metal etch.
paint PAINT Non-linear paint formulation data.
pcadata PCADATA Slurry Fed Ceramic Melter data.
plsdata PLSDATA SFCM data for PCR and PLS demos.
plslogo PLSLOGO Data used to construct the PLS logo.
projdat PROJDAT Projection demo data for PROJDEMO.
pulsdata Time series data from a Slurry Fed Ceramic Melter for PLSPULSM demo.
raman_time_resolved Raman spectra of a time resolved reaction.
replacedata REPLACEDATA SFCM data for REPLACEDEMO.
sawdata SAWDATA Surface acoustic wave sensor data.
statdata STATDATA Data sets for ANOVA and statistics STATDEMO.
sugar SUGAR Fluorescence EEM N-way data set.
wine WINE Wine demographic data set for PCA example.
redbeerdata.xls REDBEERDATA.XLS Example spreadsheet for "Intro to MATLAB".
areadrdemtext.txt AREADRDEMTEXT.TXT Text file used by AREADRDEMO.
xclreadrdata.txt XCLREADRDATA.TXT Text file used by XCLREADRDEMO.

(Sub topic of PLS_Toolbox_Topics)

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