Evolving Feature Selection: Synergistic Backward and Forward Deletion Method Utilizing Global Feature Importance.
Takafumi NakanishiPonlawat ChophukKrisana ChinnasarnPublished in: IEEE Access (2024)
Keyphrases
- feature selection
- feature set
- bi directional
- classification accuracy
- model selection
- unsupervised learning
- detection method
- method for feature selection
- feature importance
- dynamic programming
- support vector machine
- data sets
- classification method
- mutual information
- machine learning methods
- clustering method
- support vector machine svm
- pairwise
- objective function
- e learning
- neural network