Robust support vector machine with generalized quantile loss for classification and regression.

Liming Yang Hongwei Dong

Published 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