An Adaptive Online Recursive Learning Algorithm for Least Squares SVM Classifiers.
Lianlei LinShouda JiangPublished in: J. Digit. Inf. Manag. (2008)
Keyphrases
- svm classifier
- least squares
- learning algorithm
- support vector machine
- support vector machine svm
- image classification
- support vector
- feature vectors
- online learning
- kernel function
- machine learning
- training data
- online algorithms
- ls svm
- decision function
- back propagation
- support vectors
- training set
- generalization ability
- training samples
- batch mode
- machine learning algorithms
- semi supervised
- svm classification
- reinforcement learning
- data sets
- labeled data
- feature selection
- hyperplane
- learning problems
- kernel methods
- multi class
- supervised learning
- k nearest neighbor