XPredRBR: Accurate and Fast Prediction of RNA-Binding Residues in Proteins Using eXtreme Gradient Boosting.
Lei DengZuojin DongHui LiuPublished in: ISBRA (2018)
Keyphrases
- gradient boosting
- contact map
- protein chains
- amino acid sequences
- secondary structure
- protein sequences
- amino acids
- protein structure
- protein structure prediction
- hiv protease
- protein function
- experimentally determined
- multiple sequence alignments
- protein folding
- prediction accuracy
- physicochemical properties
- mhc class ii
- sequence analysis
- protein interaction
- loss function
- dna binding
- genome wide
- cis regulatory
- machine learning
- binding sites
- pairwise