Deep Learning Algorithm Based Support Vector Machines.
Mohamad NajiWidad AlyassineQurat ul Ain NizamaniLingrui ZhangXue WeiZiqiu XuAli BrayteeAli AnaissiPublished in: ICR (2022)
Keyphrases
- learning algorithm
- learning machines
- support vector
- large margin classifiers
- generalization ability
- training examples
- maximum margin
- support vector machine
- learning tasks
- training data
- logistic regression
- learning problems
- machine learning
- learning process
- soft margin
- hyperplane
- kernel function
- svm classifier
- active learning
- deep learning
- training algorithm
- learning rate
- generalization error
- ensemble learning
- back propagation
- kernel methods
- support vector regression
- binary classification
- support vectors
- multi task learning
- training samples
- small number
- membership queries
- classification accuracy