Diversity improvement in homogeneous ensemble feature selection: a case study of its impact on classification performance.
Vahid NosratiMohsen RahmaniPublished in: Neural Comput. Appl. (2023)
Keyphrases
- ensemble feature selection
- ensemble learning
- genetic search
- machine learning methods
- classification accuracy
- gene selection
- pattern recognition
- ensemble methods
- support vector
- support vector machine
- machine learning
- classification models
- unsupervised learning
- neural network
- high dimensionality
- generalization ability
- feature extraction
- training data
- feature vectors
- classification algorithm
- image classification
- data distribution
- feature space
- feature subset
- support vector machine svm
- artificial neural networks
- genetic programming
- decision trees
- feature selection
- learning algorithm