DEEPStack-RBP: Accurate identification of RNA-binding proteins based on autoencoder feature selection and deep stacking ensemble classifier.
Qinqin WeiQingmei ZhangHongli GaoTao SongAdil SalhiBin YuPublished in: Knowl. Based Syst. (2022)
Keyphrases
- ensemble classifier
- ensemble learning
- feature selection
- base classifiers
- concept drift
- classification models
- ensemble methods
- multi class
- support vector machine
- random forest
- cis regulatory
- decision stumps
- generalization ability
- naive bayes
- dna binding
- protein sequences
- protein structure
- feature set
- genome wide
- training set
- machine learning
- feature extraction
- fusion method
- protein protein interactions
- preprocessing step
- dimensionality reduction
- text categorization
- weak classifiers
- support vector
- text classification
- feature subset