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.