An Empirical Evaluation of Constrained Feature Selection.
Jakob BachKolja ZollerHolger TrittenbachKatrin SchulzKlemens BöhmPublished in: SN Comput. Sci. (2022)
Keyphrases
- feature selection
- text categorization
- feature space
- information gain
- support vector
- feature subset
- irrelevant features
- feature extraction
- mutual information
- feature selection algorithms
- high dimensionality
- support vector machine
- feature weighting
- machine learning
- small sample
- classification accuracy
- text classification
- unsupervised feature selection
- multi class
- bayes classifier
- unsupervised learning
- selecting features
- method for feature selection
- microarray classification
- selected features
- multi task
- gene expression data
- data sets
- model selection
- feature set
- genetic algorithm
- information retrieval
- data mining