Putative Drug and Vaccine Target Identification in Leishmania donovani Membrane Proteins Using Naïve Bayes Probabilistic Classifier.
Arvind Kumar SinhaPradeep SinghAnand PrakashDharm PalAnuradha DubeAwanish KumarPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2017)
Keyphrases
- tree augmented
- bayesian networks
- bayes classifiers
- bayes classifier
- bayesian classifiers
- naive bayes classifier
- bayesian network classifiers
- bayes net
- rule learning
- living cells
- chemical compounds
- clinical trials
- drug design
- probabilistic model
- rule learner
- bayesian classifier
- probability of correct classification
- amino acid sequences
- naive bayes
- protein sequences
- structure learning
- decision trees
- bayes rule
- feature selection
- supervised classification
- protein structure
- physico chemical
- secondary structure
- cost sensitive learning
- computational methods
- logistic regression
- text classification
- support vector machine