Forward feature extraction from imbalanced microarray datasets using wrapper based incremental genetic algorithm.
R. Devi PriyaR. SivarajN. AnithaV. DevisuryaPublished in: Int. J. Bio Inspired Comput. (2020)
Keyphrases
- microarray datasets
- feature selection
- feature extraction
- genetic algorithm
- feature ranking
- microarray data
- feature space
- gene expression data
- feature set
- machine learning
- high dimensionality
- text categorization
- gene expression
- classification accuracy
- multi class
- microarray
- gene selection
- support vector machine
- neural network
- pattern recognition
- feature vectors
- evolutionary algorithm
- text classification
- image classification
- random forest
- support vector
- simulated annealing
- artificial neural networks
- dimensionality reduction
- image processing
- pattern classification
- genetic algorithm ga
- fitness function
- naive bayes
- support vector machine svm
- unsupervised learning
- cluster analysis
- classification models
- extracted features
- k nearest neighbor