An ensemble-based approach using structural feature extraction method with class imbalance handling technique for drug-target interaction prediction.
Arjun PuriManoj Kumar GuptaKanica SachdevPublished in: Multim. Tools Appl. (2022)
Keyphrases
- class imbalance
- random subspaces
- imbalanced data
- class distribution
- binary classification problems
- imbalanced datasets
- feature selection
- active learning
- cost sensitive
- prediction accuracy
- high dimensionality
- cost sensitive learning
- sampling methods
- ensemble learning
- neural network
- minority class
- random forest
- feature vectors
- ensemble classifier
- training set
- training data
- imbalanced class distribution
- base classifiers
- ensemble methods
- pattern recognition
- data sets
- change detection