Techniques for Selecting the Optimal Parameters of One-Class Support Vector Machine Classifier for Reduced Samples.
Yasmine GuerbaiYoucef ChibaniYassine MeraihiPublished in: Int. J. Appl. Metaheuristic Comput. (2022)
Keyphrases
- optimal parameters
- support vector machine classifier
- support vector machine
- parameter values
- genetic algorithm
- svm classifier
- optimization procedure
- support vector regression
- training set
- feature extraction
- texture descriptors
- parameter settings
- optimal solution
- neural network
- evolutionary algorithm
- data sets
- support vector machine svm
- k nearest neighbor
- random projections
- feature vectors
- dimensionality reduction
- image database
- knn
- pattern recognition