Multi-objective optimization with majority voting ensemble of classifiers for prediction of HIV-1 protease cleavage site.
Susmita PalmalSriparna SahaSomanath TripathyPublished in: Soft Comput. (2023)
Keyphrases
- majority voting
- hiv protease
- multi objective optimization
- coarse grained
- ensemble methods
- multi objective
- ensemble classifier
- weighted voting
- classifier ensemble
- evolutionary algorithm
- fine grained
- human immunodeficiency virus
- linear support vector machines
- prediction accuracy
- knn
- protein protein interactions
- multiple classifier systems
- support vector machine
- genetic algorithm
- sequence analysis
- differential evolution
- individual classifiers
- base classifiers
- k nearest neighbor
- ensemble learning
- encoding schemes
- benchmark datasets
- machine learning methods
- nsga ii
- random forests
- particle swarm optimization
- protein sequences
- binary classification
- multi class
- optimization algorithm
- computational methods
- support vector
- generalization ability
- objective function
- random forest