Evaluation of methods for predicting the topology of beta-barrel outer membrane proteins and a consensus prediction method.
Pantelis G. BagosTheodore LiakopoulosStavros J. HamodrakasPublished in: BMC Bioinform. (2005)
Keyphrases
- gold standard
- preprocessing
- significant improvement
- computational cost
- alternative methods
- classification method
- machine learning methods
- hybrid method
- methods require
- methods outperform
- synthetic and real images
- evaluation method
- cross validation
- search methods
- predictive model
- segmentation method
- clustering method
- linear regression
- objective function
- prediction accuracy
- pairwise
- protein function prediction
- multiple sequence alignments