Using Random Forest for Protein Fold Prediction Problem: An Empirical Study.
Abdollah DehzangiSomnuk Phon-AmnuaisukOmid DehzangiPublished in: J. Inf. Sci. Eng. (2010)
Keyphrases
- random forest
- prediction accuracy
- subcellular localization
- ensemble methods
- decision trees
- random forests
- contact map
- ensemble classifier
- protein structure prediction
- feature set
- feature ranking
- fold cross validation
- feature importance
- cancer classification
- ensemble learning
- multi label
- protein structure
- amino acids
- base classifiers
- protein sequences
- training examples
- higher order
- semi supervised
- multi class
- pairwise