Disulfide Connectivity Prediction Based on Modelled Protein 3D Structural Information and Random Forest Regression.
Dong-Jun YuYang LiJun HuXibei YangJing-Yu YangHong-Bin ShenPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2015)
Keyphrases
- structural information
- random forest
- protein sequences
- random forests
- prediction accuracy
- contact map
- decision trees
- ensemble methods
- topological information
- ensemble classifier
- structural similarity
- fold cross validation
- feature set
- semantic information
- multi label
- ensemble learning
- structural features
- decision tree learning algorithms
- base classifiers
- protein structure
- amino acids
- benchmark datasets
- image segmentation