Toxicity detection of small drug molecules of the mitochondrial membrane potential signalling pathway using bagging-based ensemble learning.
Vishan Kumar GuptaPublished in: Int. J. Data Min. Bioinform. (2022)
Keyphrases
- ensemble learning
- chemical compounds
- pharmaceutical industry
- drug discovery
- ensemble methods
- generalization ability
- base classifiers
- random forest
- ensemble classifier
- mutual subspace method
- learning machines
- base learners
- weak learners
- concept drift
- feature selection
- individual classifiers
- meta learning
- pattern recognition
- machine learning