Predicting human intestinal absorption of diverse chemicals using ensemble learning based QSAR modeling approaches.
Nikita BasantShikha GuptaKunwar P. SinghPublished in: Comput. Biol. Chem. (2016)
Keyphrases
- ensemble learning
- generalization ability
- ensemble methods
- mutual subspace method
- weak learners
- random forest
- ensemble classifier
- machine learning
- base classifiers
- multi objective
- artificial neural networks
- decision trees
- machine learning methods
- change detection
- optimization algorithm
- unlabeled data
- concept drift
- pattern recognition
- feature selection
- data sets