Large-scale prediction of long disordered regions in proteins using random forests.
Pengfei HanXiuzhen ZhangRaymond S. NortonZhi-Ping FengPublished in: BMC Bioinform. (2009)
Keyphrases
- random forests
- intrinsically disordered
- disordered regions
- amino acids
- experimentally determined
- amino acid sequences
- protein structure
- protein sequences
- protein function
- random forest
- decision trees
- secondary structure
- ensemble methods
- logistic regression
- machine learning algorithms
- protein structure prediction
- protein structure and function
- molecular biology
- protein protein interactions
- prediction accuracy
- sequence analysis
- computational biology
- decision tree ensembles
- predicting protein
- spatial structure
- drug design
- conformal prediction
- protein folding
- protein protein
- gene ontology
- computational methods
- machine learning