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. 2022 Mar 3;10(3):556. doi: 10.3390/microorganisms10030556

Table 3.

Number of used PCs for SVM models and validated prediction accuracy for new data collected from samples on stainless-steel slide.

Number of used PCs for SVM 10 11 12 13 14 15 16 17 18 19 20
Validated prediction accuracy in % 72.8 64.6 62.3 70.7 70 72.8 73.9 72.2 72.9 73.8 80.1