An evolutionary correlation-aware feature selection method for classification problems.
Motahare NamakinModjtaba RouhaniMostafa SabzekarPublished in: Swarm Evol. Comput. (2022)
Keyphrases
- feature selection
- significant improvement
- genetic algorithm
- method for feature selection
- neural network
- synthetic data
- unsupervised learning
- mutual information
- probabilistic model
- dynamic programming
- feature space
- preprocessing
- prior knowledge
- k means
- evolutionary algorithm
- artificial neural networks
- classification accuracy
- feature set
- support vector machine svm
- computational complexity
- missing data
- correlation coefficient
- feature subset
- feature selection algorithms
- data pre processing
- objective function