Feature Subset Selection for High-Dimensional, Low Sampling Size Data Classification Using Ensemble Feature Selection With a Wrapper-Based Search.
Ashis Kumar MandalMd. NadimHasi SahaTangina SultanaMd. Delowar HossainEui-Nam HuhPublished in: IEEE Access (2024)
Keyphrases
- selected features
- feature subset selection
- feature subset
- feature selection
- ensemble feature selection
- feature ranking
- feature space
- data sets
- classification models
- high dimensional
- data points
- text classification
- text categorization
- nearest neighbor
- image classification
- genetic search
- high dimensional data
- training samples
- particle swarm optimization
- semi supervised
- search algorithm
- training data
- decision trees
- image processing
- learning algorithm