Classification of molecular sequence data using Bayesian phylogenetic mixture models.
E. Loza-ReyesM. A. HurnA. RobinsonPublished in: Comput. Stat. Data Anal. (2014)
Keyphrases
- sequence data
- mixture model
- sequence classification
- sequence analysis
- density estimation
- gaussian mixture model
- maximum likelihood
- model selection
- unsupervised learning
- em algorithm
- probabilistic model
- generative model
- genome sequences
- pattern recognition
- expectation maximization
- feature extraction
- language model
- text classification
- decision trees
- mixture modeling
- support vector
- machine learning
- dirichlet prior
- feature vectors
- supervised learning
- bayesian networks
- finite mixture models
- feature selection
- microarray
- probability density function
- support vector machine
- active learning
- moving objects