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. 2014 Dec 19;9(12):e114279. doi: 10.1371/journal.pone.0114279

Table 4. Misclassification rates for classification of sterile vs bacteria and identification of bacterial species and sterile plate.

Classification LOOCV (%) Fivefold (%)
Bacteria vs sterile LDA 4.9 5.0
LR 3.0 4.0
Bacterial species and sterile plate identification Sterile 0.0 0.0
S. Sap. 36.8 21.0
E. Coli 15.0 15.0
Klebs 0.0 0.0
Ent 28.6 23.8

Leave-one-out and K-fold cross validation are employed.