A parsimonious threshold-independent protein feature selection method through the area under receiver operating characteristic curve.
Zhanfeng WangYuan-chin Ivan ChangZhiliang YingLiang ZhuYaning YangPublished in: Bioinform. (2007)
Keyphrases
- feature selection
- high accuracy
- feature set
- similarity measure
- preprocessing
- clustering method
- threshold selection
- support vector
- roc curve
- high precision
- classification method
- support vector machine
- feature weighting
- model selection
- knn
- classification accuracy
- dynamic programming
- significant improvement
- pairwise
- decision trees