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.
ocatane	NIR spectra and octane number values of 39 gasoline samples.
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.
wineregion	Metal Composition of Wines for classification by region.
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)