Multiobjective sparse ensemble learning by means of evolutionary algorithms.
Jiaqi ZhaoLicheng JiaoShixiong XiaVítor Basto FernandesIryna YevseyevaYong ZhouMichael T. M. EmmerichPublished in: Decis. Support Syst. (2018)
Keyphrases
- evolutionary algorithm
- multi objective
- ensemble learning
- multi objective optimization
- optimization algorithm
- optimization problems
- generalization ability
- ensemble methods
- multiobjective optimization
- fitness function
- nsga ii
- simulated annealing
- differential evolution
- genetic algorithm
- particle swarm optimization
- random forest
- ensemble classifier
- multiobjective evolutionary algorithms
- genetic programming
- base classifiers
- weak learners
- optimization method
- genetic operators
- concept drift
- multi objective evolutionary algorithms
- high dimensional
- learning algorithm
- mutual subspace method
- multiobjective evolutionary algorithm
- neural network
- machine learning methods
- unsupervised learning
- training data
- machine learning