Transductive learning with EM algorithm to classify proteins based on phylogenetic profiles.
Roger A. CraigLi LiaoPublished in: Int. J. Data Min. Bioinform. (2007)
Keyphrases
- em algorithm
- transductive learning
- expectation maximization
- phylogenetic trees
- semi supervised
- maximum likelihood
- generative model
- semi supervised classification
- kernel matrix
- label propagation
- parameter estimation
- multi relational
- maximum a posteriori
- active learning
- sentiment classification
- protein sequences
- hyperparameters
- incomplete data
- labeled data
- co training
- unsupervised learning
- multi class
- parameter learning
- labeled and unlabeled data