A GA-like Dynamic Probability Method With Mutual Information for Feature Selection.
Gaoshuai WangFabrice LauriAmir Hajjam El HassaniPublished in: CoRR (2022)
Keyphrases
- mutual information
- feature selection
- similarity measure
- objective function
- classification accuracy
- genetic algorithm
- high accuracy
- pairwise
- conditional mutual information
- detection method
- classification method
- information theoretic
- probability distribution
- preprocessing
- feature set
- unsupervised learning
- method for feature selection
- discriminative features
- genetic algorithm is employed
- significant improvement
- conditional entropy
- cross entropy
- selection criterion
- segmentation method
- fitness function
- data sets
- dimensionality reduction