StackPDB: Predicting DNA-binding proteins based on XGB-RFE feature optimization and stacked ensemble classifier.
Qingmei ZhangPeishun LiuXue WangYaqun ZhangYu HanBin YuPublished in: Appl. Soft Comput. (2021)
Keyphrases
- dna binding
- ensemble classifier
- binding sites
- genome wide
- support vector machine
- motif discovery
- transcription factors
- gene expression
- random forest
- preprocessing step
- sequence similarity
- protein interaction
- ensemble learning
- concept drift
- ensemble methods
- feature vectors
- feature selection
- protein protein interactions
- weak classifiers
- classification models
- image classification
- biological processes
- high dimensional
- decision trees