Predicting Disordered Regions in Proteins Based on Decision Trees of Reduced Amino Acid Composition.
Pengfei HanXiuzhen ZhangRaymond S. NortonZhi-Ping FengPublished in: J. Comput. Biol. (2006)
Keyphrases
- amino acid composition
- protein sequences
- decision trees
- location prediction
- amino acids
- computational biology
- fold cross validation
- disordered regions
- random forest
- protein function
- protein structure
- amino acid sequences
- secondary structure
- immune genetic algorithm
- predicting protein
- machine learning
- protein structure prediction
- logistic regression
- sequence analysis
- hot spots
- naive bayes
- genetic algorithm
- data sets
- intrinsically disordered
- ensemble methods
- feature selection