Condensing the solution of support vector machines via radius-margin bound.

Xiaoming Wang Shitong Wang Zengxi Huang Yajun Du

Published in: Appl. Soft Comput. (2021)

Keyphrases

support vector
large margin classifiers
learning machines
logistic regression
optimal solution
generalization bounds
classification accuracy
maximum margin
linear equations
loss function
upper bound
soft margin
feature selection
worst case
hyperplane
binary classification
data dependent
lower bound