Table 1 Nominal predictors, their categories, and labels with the frequencies of unique values (Frequency presents the percentage of the related label in a total observation of 407)
Category | Variables | Labels (Frequency (%)) |
|---|---|---|
Antimicrobial Agent Characteristics | Antimicrobial Agent Name | Amikacin (2.7), Amoxicillin (1.2), Amphotericin B (1.0), Ampicillin (2.5), Azithromycin (2.5), Bacitracin (0.2), Cefepime (1.0), Cefotaxime (0.7), Ceftazidime (2.7), Ceftriaxone (1.0), Cephalothin (0.7), Chloramphenicol (3.2), Ciprofloxacin (7.6), Clarithromycin (1.5), Clindamycin (1.2), Colistin (0.7), Doripenem (1.0), Doxycycline (0.7), Erythromycin (7.1), Fluconazole (1.2), Gentamicin (9.8), Imipenem (4.2), Kanamycin (1.7), Levofloxacin (0.5), Meropenem (3.2), Minocycline (0.7), Novobiocin (1.0), Ofloxacin (1.0), Oxacillin (1.7), Penicillin (0.5), Piperacillin (1.5), Polymyxin B (8.1), Rifampicin (10.6), Streptomycin (0.7), Tetracycline (2.9), Tobramycin (1.5), Vancomycin (9.8) |
Antimicrobial Agent Class | Aminocoumarin (1.0), Aminoglycoside (16.5), Ansamycin (10.6), Azole (1.2), Beta-lactam (21.9), Chloramphenicol (3.2), Fluoroquinolone (9.1), Glycopeptide (9.8), Lincosamide (1.2), Macrolide (12.0), Polymyxin (8.8), Polypeptide (0.2), Tetracycline (4.4) | |
Mechanism of Action | Antimetabolite (2.0), Cell membrane (11.1), Cell membrane and Nucleic acid (11.3), Cell membrane and Protein (0.7), Cell wall (25.8), Cell wall and Protein (0.7), Nucleic acid (25.1), Nucleic acid and Antimetabolite (0.5), Protein (22.9) | |
Gram Activity | Gram-negative (11.3), Gram-positive (14.0), Gram-positive and Gram-negative (74.7) | |
Microbial Characteristics | Microbial Species | A. baumannii (7.9), C. albicans (1.2), C. auris (0.5), C. neoformans (0.5), E. faecalis (0.7), E. coli (23.3), K. aerogenes (0.5), K. pneumoniae (11.5), M. luteus (0.7), M. bovis (0.2), M. smegmatis (0.7), M. tuberculosis (0.2), P. aeruginosa (32.2), S. aureus (15.0), S. epidermidis (4.2), S. pyogenes (0.5) |
Microorganism or Gram Class | Fungus (0.5), Gram-negative (75.4), Gram-positive (23.6), Gram-positive and Gram-negative (0.5) |