A feature transformation method using genetic programming for two-class classification.
Tomoyuki HiroyasuToshihide ShiraishiTomoya YoshidaUtako YamamotoPublished in: CIDM (2014)
Keyphrases
- feature transformation
- support vector machine
- classification method
- support vector machine svm
- classification algorithm
- classification accuracy
- similarity measure
- pairwise
- preprocessing
- machine learning
- feature set
- feature extraction
- training data
- training samples
- model selection
- pattern recognition
- multiscale
- em algorithm
- probabilistic model
- linear classifiers