Antibiotic resistance Antibiotics Bacteria Bayes Theorem Bayes theorem Binding energy Classification (of information) Classifier Consensus DNA directed RNA polymerase DNA-Directed RNA Polymerases Decision trees Drug Resistance, Bacterial Experimental approaches K-nearest neighbors Labor intensive Machine learning Mutation Nearest neighbor search Prediction Predictive performance Probabilistic neural networks RNA RNA, Bacterial Rapid identification Resistance mutation Rifampicin Rifampin Structural basis Support vector machines