模式识别(心理学)
主成分分析
判别式
算法
特征选择
线性回归
支持向量机
最小二乘函数近似
多元统计
机器学习
降维
数学
作者
Y.V. Zontov,O.Ye. Rodionova,Sergey Kucheryavskiy,Alexey L. Pomerantsev
标识
DOI:10.1016/j.chemolab.2020.104064
摘要
Abstract 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.
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