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. 2020 Apr 14;25(8):1797. doi: 10.3390/molecules25081797

Table 5.

Comparison of performance of predicting pixel-level spectral data using existing GOA-SVM and CARS-GOA-SVM models.

Predicted Label
Bacteria E. coli SA SE OCCRP (%)
GOA-SVM True Label E. coli 94.99% 0.12% 4.89% 91.86
SA 6.09% 90.77% 3.14%
SE 21.06% 0.88% 78.06%
CARS-GOA-SVM True Label E. coli 95.35% 0.12% 4.53% 93.32
SA 1.18% 95.51% 3.31%
SE 19.27% 0.64% 80.09%

Note: E. coli, SA and SE are abbreviations of Escherichia coli, Staphylococcus aureus and Salmonella, respectively.