An genetic approach to Support Vector Machines in classification problems.
Carlos Alberto de Araújo PadilhaNaiyan Hari Cândido LimaAdrião Duarte Dória NetoJorge Dantas de MeloPublished in: IJCNN (2010)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- genetic algorithm
- kernel methods
- kernel function
- linkage analysis
- support vector machine
- loss function
- cross validation
- binary classification
- classification accuracy
- linear discriminant analysis
- support vector regression
- model selection
- generalization ability
- ensemble learning
- feature extraction
- support vectors
- case study
- feature selection
- haplotype inference
- information systems