Binary Feature Mask Optimization for Feature Selection.
Mehmet E. LorasdagiMehmet Y. TuraliAli Taha KoçSuleyman S. KozatPublished in: CoRR (2024)
Keyphrases
- feature selection
- feature set
- feature subset
- redundant features
- irrelevant features
- discriminative features
- parameter optimization
- optimization algorithm
- preprocessing step
- optimization problems
- supervised feature selection
- information gain
- feature space
- machine learning
- pointwise mutual information
- global optimization
- feature extraction
- image features
- optimization process
- constrained optimization
- feature ranking
- input features
- text categorization
- feature vectors
- binary features
- training data
- optimization methods
- multi class
- high dimensionality
- optimization method
- model selection
- selected features
- selection criterion
- hamming distance
- feature selection algorithms
- small sample
- multi objective
- feature weights
- unsupervised feature selection
- feature relevance
- method for feature selection