Predicting protein subcellular locations using hierarchical ensemble of Bayesian classifiers based on Markov chains.
Alla BulashevskaRoland EilsPublished in: BMC Bioinform. (2006)
Keyphrases
- markov chain
- predicting protein
- bayesian classifiers
- protein interaction
- base classifiers
- protein function
- secondary structure
- logistic regression
- bayesian classifier
- state space
- protein protein interactions
- random walk
- ensemble methods
- bayesian network classifiers
- multi class
- decision trees
- naive bayes
- protein sequences
- dynamic programming
- training data
- reinforcement learning
- gene ontology
- data sets
- biological data
- pairwise
- training set
- computational methods
- feature space
- amino acids
- protein structure
- semi supervised