Feature selection using differential evolution for microarray data classification.
Sanjay PrajapatiHimansu DasMahendra Kumar GourisariaPublished in: Discov. Internet Things (2023)
Keyphrases
- differential evolution
- microarray data classification
- gene selection
- feature selection
- microarray data
- evolutionary algorithm
- microarray datasets
- optimization algorithm
- parameter optimization
- particle swarm optimization
- differential evolution algorithm
- discriminant analysis
- microarray
- ensemble learning
- cancer classification
- gene expression data
- mutation operator
- particle swarm optimization pso
- cancer diagnosis
- genetic algorithm
- text categorization
- global optimization problems
- feature ranking
- optimization method
- gene expression
- gene expression profiles
- numerical optimization problems
- text classification
- machine learning
- feature selection algorithms
- real coded
- crossover operator
- model selection
- feature set
- high dimensionality
- classification accuracy
- multi class
- support vector machine
- feature extraction
- feature space
- decision trees
- address these issues
- multi objective
- genetic programming
- pso algorithm
- fitness function
- data sets