Top-Down Hierarchical Ensembles of Classifiers for Predicting G-Protein-Coupled-Receptor Functions.
Eduardo P. CostaAna Carolina LorenaAndré C. P. L. F. de CarvalhoAlex Alves FreitasPublished in: BSB (2008)
Keyphrases
- ensemble learning
- decision trees
- classifier ensemble
- multiple classifier systems
- weighted voting
- training data
- training set
- diversity measures
- ensemble classifier
- classifier training
- predicting protein
- protein sequences
- drug discovery
- feature set
- hierarchical models
- combining classifiers
- imbalanced data
- support vector
- multiple classifiers
- amino acids
- naive bayes
- decision stumps
- protein structure prediction
- trained classifiers
- subcellular localization
- learning algorithm
- feature ranking
- ensemble members