Ensemble Learning-based Prediction of Drug-pathway Interactions based on Features Integration.
Mingyuan XinJun FanZhenran JiangPublished in: BIOINFORMATICS (2017)
Keyphrases
- ensemble learning
- ensemble classifier
- feature extraction
- generalization ability
- ensemble methods
- classification models
- weak learners
- svm classifier
- feature vectors
- prediction accuracy
- random forest
- concept drift
- data mining
- base classifiers
- semi supervised
- multi class
- artificial neural networks
- mutual subspace method