Enhanced binary genetic algorithm as a feature selection to predict student performance.
Salam Salameh ShreemHamza TurabiehSana Al AzwariFaiz BaothmanPublished in: Soft Comput. (2022)
Keyphrases
- genetic algorithm
- feature selection
- text categorization
- parameter optimization
- fitness function
- mutual information
- genetic algorithm ga
- multi class
- binary strings
- evolutionary algorithm
- metaheuristic
- machine learning
- classification models
- feature selection algorithms
- information gain
- feature subset
- discriminative features
- selected features
- genetic programming
- population size
- irrelevant features
- method for feature selection
- feature selection and classifier
- neural network
- text classification
- feature set
- dimensionality reduction
- support vector machine
- classification accuracy
- multi objective
- artificial neural networks
- support vector
- high dimensionality
- feature weighting
- feature space
- feature extraction
- data mining