Demonstration Datasets

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)