A non-biased form of least squares support vector classifier and its fast online learning.
Hongqiao WangYan-Ning CaiFuchun SunPublished in: Neural Comput. Appl. (2011)
Keyphrases
- online learning
- support vector
- least squares
- feature selection
- support vector machine
- svm classifier
- training data
- logistic regression
- computer mediated
- feature space
- sample selection bias
- generalization ability
- online course
- training examples
- loss function
- e learning
- ls svm
- decision trees
- rbf kernel
- decision function
- cross validation
- learning algorithm
- training samples
- distance education
- linear classifiers
- support vectors
- online algorithms
- text categorization
- sparse linear