Prediction of small molecule binding property of protein domains with Bayesian classifiers based on Markov chains.
Alla BulashevskaMartin SteinDavid JacksonRoland EilsPublished in: Comput. Biol. Chem. (2009)
Keyphrases
- markov chain
- bayesian classifiers
- transition probabilities
- bayesian classifier
- prediction accuracy
- random walk
- mhc class ii
- probabilistic automata
- continuous domains
- logistic regression
- protein sequences
- bayesian network classifiers
- state space
- naive bayes
- multi class
- binding peptides
- feature selection
- cost sensitive learning
- higher order
- bayesian networks