TY - JOUR
T1 - PLS-DA – A MATLAB GUI tool for hard and soft approaches to partial least squares discriminant analysis
AU - Zontov, Yuri
AU - Rodionova, Oxana
AU - Kucheryavskiy, Sergey
AU - Pomerantsev, Alexey
PY - 2020
Y1 - 2020
N2 - An open source MATLAB tool implementing the standard Partial least squares discriminant analysis (PLS-DA) method as well as its recent developments, known as multiclass PLS-DA in hard and soft versions, is presented. The main functionality of the tool and usage scenarios are described using a real-world example. A brief introduction to the underlying implemented methods and algorithms is provided.
AB - An open source MATLAB tool implementing the standard Partial least squares discriminant analysis (PLS-DA) method as well as its recent developments, known as multiclass PLS-DA in hard and soft versions, is presented. The main functionality of the tool and usage scenarios are described using a real-world example. A brief introduction to the underlying implemented methods and algorithms is provided.
KW - MATLAB tool
KW - Soft and hard partial least squares discriminant analysis (PLS-DA)
UR - http://www.scopus.com/inward/record.url?scp=85086456721&partnerID=8YFLogxK
U2 - 10.1016/j.chemolab.2020.104064
DO - 10.1016/j.chemolab.2020.104064
M3 - Journal article
SN - 0169-7439
VL - 203
JO - Chemometrics and Intelligent Laboratory Systems
JF - Chemometrics and Intelligent Laboratory Systems
M1 - 104064
ER -