Bagging with CTD - A Novel Signature for the Hierarchical Prediction of Secreted Protein Trafficking in Eukaryotes.
Geetha GovindanAchuthsankar S. NairPublished in: Genom. Proteom. Bioinform. (2013)
Keyphrases
- subcellular localization
- contact map
- protein secondary structure
- prediction accuracy
- ensemble methods
- prediction model
- protein sequences
- contact maps
- protein tertiary structure
- ensemble learning
- drug design
- protein structure prediction
- protein interaction
- protein structure
- machine learning
- protein secondary structure prediction
- experimentally determined
- predicting protein
- protein chains
- ensemble classifier
- hierarchical structure
- decision trees
- protein function
- chi square
- classifier ensemble
- protein function prediction
- random forests
- random forest
- base classifiers
- training set