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. 2021 Nov 1;41(6):936–949. doi: 10.5851/kosfa.2021.e47

Table 4. Classification accuracy (%) of Beijing You Chicken and Dwarf Beijing You Chicken eggs based on different algorithms.

Classification algorithm Fatty acid Volatile compound
SPME-GC-MS Electronic nose
KNN 91.7 50.0 100
LDA 83.3 - 100
SVM 91.7 16.7 100
Decision tree 50.0 33.3 100

SPME-GC-MS, solid-phase microextraction-gas chromatography-mass spectrometry; KNN, k-nearest neighbor; LDA, linear discriminant analysis; SVM, support vector machine.