Hierarchically penalized support vector machine with grouped variables.
Sungwan BangJongkyeong KangMyoungshic JhunEunkyung KimPublished in: Int. J. Mach. Learn. Cybern. (2017)
Keyphrases
- probability distribution
- support vector machine
- variable selection
- multi class
- support vector
- support vector machine svm
- decision forest
- least squares
- maximum likelihood
- svm classifier
- knn
- model selection
- input variables
- hyperplane
- kernel methods
- k nearest neighbor
- feature vectors
- machine learning
- real time
- svm classification
- kernel function
- cross validation
- radial basis function
- neural network
- support vector regression
- continuous variables
- relevant variables
- decision boundary
- classification method
- optical flow
- image sequences
- data sets