Table 3.
Classification of strains other than E. coli by the 3 different classify algorithm models (CAMs). BMD Broth microdilution; GA Genetic Algorithm; SNN Supervised Neural Network; QC Quick Classifier; colR colistin-resistant; colS colistin-susceptible.
| Strains | BMD | No. | CAM Classification | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| GA | SNN | QC | |||||||||
| colR | colS | Correctly Classified (%) | colR | colS | Correctly Classified (%) | colR | colS | Correctly Classified (%) | |||
| K. pneumoniae | colR | 7 | 3 | 4 | 3/7 (42.9) | 7 | 0/7 (0) | 7 | 7/7 (100) | ||
| P. aeruginosa | colR | 2 | 2 | 2/2 (100) | 2 | 2/2 (100) | 2 | 2/2 (100) | |||
| A. baumannii | colR | 2 | 2 | 2/2 (100) | 2 | 2/2 (100) | 2 | 2/2 (100) | |||
| A. xylosoxydans | colR | 5 | 1 | 4 | 1/5 (20) | 4 | 1 | 4/5 (80) | 5 | 5/5 (100) | |
| 16 | 8/16 (50) | 8/16 (50) | 16/16 (100) | ||||||||
| K. pneumoniae | colS | 8 | 1 | 7 | 7/8 (87.5) | 8 | 8/8 (100) | 8 | 0/8 (0) | ||
| P. aeruginosa | colS | 7 | 7 | 0/7 (0) | 7 | 0/7 (0) | 7 | 0/7 (0) | |||
| A. baumannii | colS | 2 | 2 | 0/2 (0) | 2 | 0/2(0) | 2 | 0/2 (0) | |||
| 17 | 7/17 (41.2) | 8/17 (47) | 0/17 (0) | ||||||||
| Overall | 33 | 15/33 (45.5) | 16/33 (48.5) | 16/33 (48.5) | |||||||