Dimensional reduction

XH Xicheng He
TY Tao Yi
YT Yina Tang
JX Jun Xu
JZ Jianye Zhang
YZ Yazhou Zhang
LD Lisha Dong
HC Hubiao Chen
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Factor analysis was used for the dimensional reduction of the color data obtained for the different SGR samples, and the resulting factor score was subsequently regarded as the color score. Factor analysis was used for dimensional reduction processing, and the principal components were considered to be independent based on the factor rotation method. Based on the different values of the principal component analysis, we calculated a cumulative score for the chemical data. P value less than 0.05 were considered statistically significant.

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