Accurate prediction of potential druggable proteins based on genetic algorithm and Bagging-SVM ensemble classifier.
Jianying LinHui ChenShan LiYushuang LiuXuan LiBin YuPublished in: Artif. Intell. Medicine (2019)
Keyphrases
- ensemble classifier
- genetic algorithm
- ensemble classification
- ensemble learning
- ensemble methods
- support vector machine
- concept drift
- majority voting
- prediction accuracy
- base classifiers
- random forest
- imbalanced data
- classification models
- preprocessing step
- decision stumps
- feature selection
- decision trees
- generalization ability
- fusion method
- evolutionary algorithm
- weak classifiers
- machine learning
- learning machines
- machine learning methods
- fitness function
- text classification
- simulated annealing
- training data