Robust support vector machine with generalized quantile loss for classification and regression.
Liming YangHongwei DongPublished in: Appl. Soft Comput. (2019)
Keyphrases
- support vector machine
- support vector
- support vector machine svm
- svm classifier
- classification method
- classification algorithm
- support vector regression
- feature vectors
- multi class
- machine learning
- high classification accuracy
- generalization ability
- classification accuracy
- regression problems
- svm classification
- classification models
- regression method
- decision boundary
- feature space
- feature selection
- radial basis function
- supervised learning
- k nearest neighbour
- k nearest neighbor
- small sample
- training data
- classification and regression problems
- binary classification
- neural network
- decision forest
- ridge regression
- cross validation
- data sets
- regression model
- model selection
- decision trees
- artificial neural networks
- human age estimation
- numeric values
- multi class svm
- target variable
- soft margin
- feature extraction
- linear regression
- data points
- text classification
- kernel function
- class labels
- kernel methods