Drug-target interaction prediction via class imbalance-aware ensemble learning.
Ali EzzatMin WuXiaoli LiChee Keong KwohPublished in: BMC Bioinform. (2016)
Keyphrases
- ensemble learning
- software defect prediction
- class imbalance
- concept drift
- ensemble classifier
- minority class
- prediction accuracy
- ensemble methods
- class distribution
- active learning
- generalization ability
- imbalanced data
- base classifiers
- data streams
- random forest
- unlabeled data
- feature selection
- cost sensitive
- k nearest neighbor
- prediction model
- change detection
- non stationary
- data distribution
- error rate
- training set
- sample selection bias
- neural network