XyGen: Synthetic data generator for feature selection.
Firuz KamalovSaid ElnaffarHana SuliemanAswani Kumar CherukuriPublished in: Softw. Impacts (2023)
Keyphrases
- synthetic data
- feature selection
- mutual information
- real image data
- real world
- text categorization
- feature subset
- text classification
- dimensionality reduction
- data sets
- feature selection algorithms
- feature extraction
- feature space
- feature set
- method for feature selection
- model selection
- selected features
- multi class
- machine learning
- support vector
- genetic algorithm ga
- redundant features
- unsupervised feature selection
- multi task
- feature weighting
- database
- feature selection and classification
- bayes classifier
- learning algorithm
- information gain
- classification models
- training data
- image data
- knn