Representative splitting cross validation

Author:

Xu Lu,Hu Ou,Guo Yuwan,Zhang Mengqin,Lu Daowang,Cai Chen-Bo,Xie Shunping,Goodarzi MohammadORCID,Fu Hai-YanORCID,She Yuan-Bin

Funder

National Natural Science Foundation of China

Key Projects of Technological Innovation of Hubei Province

Open Research Program

The Talented Youth Cultivation Program from “the Fundamental Research Funds for the Central Universities”, South-Central University for Nationalities

Provincial Key Disciplines of Chemical Engineering and Technology in Guizhou Province

Guizhou Engineering Research Center

Guizhou Provincial Science and Technology

Talented Researcher Program from Guizhou Provincial Department of Education

Publisher

Elsevier BV

Subject

Spectroscopy,Process Chemistry and Technology,Computer Science Applications,Software,Analytical Chemistry

Reference42 articles.

1. Research Papers in Statistics,1966

2. The collinearity problem in linear regression. The partial least squares approach to generalized inverses;Wold;SIAM J. Sci. Stat. Comput.,1984

3. Choosing the number of factors in partial least squares regression: estimating and minimizing the mean squared error of prediction;Denham;J. Chemom.,2000

4. Cross-validatory choice and assessment of statistical predictions;Stone;J. Roy. Stat. Soc. B,1974

5. Cross-validatory estimation of the number of components in factor and principal components models;Wold;Technometrics,1978

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