A modified binary version of aphid-ant mutualism for feature selection: a COVID-19 case study.
Nava EslamiSamaneh YazdaniMohammad MirzaeiEsmaeil HadavandiPublished in: J. Comput. Des. Eng. (2023)
Keyphrases
- case study
- feature selection
- text categorization
- dimensionality reduction
- text classification
- mutual information
- ant colony
- feature selection algorithms
- feature set
- real world
- irrelevant features
- small sample
- support vector machine
- unsupervised learning
- neural network
- feature extraction
- information gain
- swarm intelligence
- feature subset
- method for feature selection
- multi class
- machine learning
- genetic algorithm
- classification models
- microarray data
- lessons learned
- high dimensionality
- ant colony optimization
- design process
- model selection