A fast learning algorithm for One-Class Slab Support Vector Machines.

Bagesh Kumar Ayush Sinha Sourin Chakrabarti O. P. Vyas

Published in: Knowl. Based Syst. (2021)

Keyphrases

learning machines
learning algorithm
support vector
large margin classifiers
generalization ability
training examples
maximum margin
generalization error
support vector machine
active learning
back propagation

training data
training algorithm
learning problems
learning tasks
logistic regression
svm classifier
cross validation
machine learning algorithms
soft margin
kernel methods

binary classification
classification accuracy
machine learning
multi class classification
multi task learning
support vectors
kernel function
data points
learning rate
supervised learning

learning models
hyperplane
model selection
parallel machines
feature selection
reinforcement learning
perceptron algorithm
decision function
transfer learning
classification algorithm