An two-layer predictive model of ensemble classifier chain for detecting antimicrobial peptides.
Jinhao ZhangShuhao LiYijie DingJijun TangFei GuoPublished in: BIBM (2020)
Keyphrases
- predictive model
- ensemble classifier
- classification models
- base classifiers
- decision trees
- ensemble learning
- historical data
- prediction model
- artificial neural networks
- random forest
- neural network
- concept drift
- support vector machine
- multi class
- ensemble methods
- computational intelligence
- classification rules
- training data
- machine learning
- probabilistic model
- feature selection
- machine learning methods
- naive bayes
- feature set
- classification accuracy
- preprocessing step
- training set