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. 2020 Jul 30;20(15):4238. doi: 10.3390/s20154238

Table 2.

Accuracy (mean of five-fold cross-validation) in milk source identification based on PCA and LDA (%).

Features SVM RF LR
Train Test Train Test Train Test
DHI PCA 19.50 15.50 17.63 18.50 19.88 18.00
LDA 57.75 58.50 52.13 53.50 53.38 56.00
E-nose PCA 56.25 59.50 71.62 70.50 62.00 65.00
LDA 85.75 85.00 82.13 80.50 84.38 81.50
Fusion PCA 41.50 45.00 53.38 51.50 39.75 34.50
LDA 95.50 95.00 92.50 94.00 93.50 92.50