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
- protein structure
- disordered regions
- fold cross validation
- protein function
- amino acid sequences
- random forest
- immune genetic algorithm
- secondary structure
- predicting protein
- naive bayes
- hot spots
- intrinsically disordered
- computational approaches
- protein structure prediction
- machine learning
- protein folding
- sequence analysis
- molecular biology
- semantic properties
- logistic regression
- classification accuracy
- protein protein
- training data
- social networks
- data sets