Discovery of significant porcine SNPs for swine breed identification by a hybrid of information gain, genetic algorithm, and frequency feature selection technique.
Kitsuchart PasupaWanthanee RathasamuthSissades TongsimaPublished in: BMC Bioinform. (2020)
Keyphrases
- information gain
- feature selection
- genetic algorithm
- document frequency
- text categorization
- occurrence frequency
- mutual information
- decision trees
- chi squared
- chi square
- feature subset
- naive bayes
- classification accuracy
- correlation based feature selection
- feature set
- neural network
- support vector machine
- computer vision
- multi objective
- dimensionality reduction
- evolutionary algorithm
- genetic algorithm ga
- data mining
- feature extraction
- training data
- support vector
- correlation coefficient
- differential evolution
- fitness function
- sample size
- metaheuristic
- knowledge discovery
- text classification
- image registration