Prediction of Polyanion Binding Potential in Proteins Using Random Forest.
Jianwen FangNazila Salamat-MillerYinghua DongC. Russell MiddaughPublished in: BIOCOMP (2007)
Keyphrases
- random forest
- random forests
- subcellular localization
- decision trees
- prediction accuracy
- ensemble classifier
- feature set
- ensemble methods
- hiv protease
- feature ranking
- fold cross validation
- mhc class ii
- neural network
- feature importance
- protein interaction
- multi class
- ensemble learning
- dna binding
- multi label
- protein protein interactions
- data sets
- base classifiers
- contact map
- classification models
- protein structure
- higher order
- feature selection
- decision tree learning algorithms