Feature selection using metaheuristics made easy: Open source MAFESE library in Python.
Nguyen Van ThieuNgoc Hung NguyenAli Asghar HeidariPublished in: Future Gener. Comput. Syst. (2024)
Keyphrases
- open source
- feature selection
- cross platform
- open source software
- text categorization
- case study
- metaheuristic
- feature selection algorithms
- source code
- open source projects
- feature set
- genetic algorithm
- mutual information
- scripting language
- text classification
- discriminative features
- particle swarm optimization
- dimensionality reduction
- support vector machine
- scatter search
- support vector
- redundant features
- ant colony optimization
- combinatorial optimization
- high dimensionality
- feature weighting
- selected features
- unsupervised feature selection
- machine learning
- information gain
- tabu search
- unsupervised learning
- model selection
- feature subset
- simulated annealing
- programming language
- classification accuracy
- method for feature selection
- neural network
- feature extraction
- feature space
- open standards
- path relinking
- knn
- multi class
- small sample
- optimization problems