Efficient Classification of Hot Spots and Hub Protein Interfaces by Recursive Feature Elimination and Gradient Boosting.
Xiaoli LinXiaolong ZhangXin XuPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2020)
Keyphrases
- hot spots
- gradient boosting
- terms of classification accuracy
- recursive feature elimination
- classification accuracy
- support vector machine
- classification algorithm
- feature selection
- cancer diagnosis
- classification models
- support vector
- machine learning
- loss function
- text classification
- support vector machine svm
- supervised learning
- feature vectors
- feature extraction
- training samples
- benchmark datasets
- social network analysis
- feature set
- feature selection algorithms
- gene expression profiles
- feature space