Active Learning for Sparse Least Squares Support Vector Machines.
Junjie ZouZhengtao YuHuanyun ZongXing ZhaoPublished in: AICI (2) (2011)
Keyphrases
- least squares support vector machine
- active learning
- ls svm
- statistical learning theory
- high dimension
- machine learning
- semi supervised
- supervised learning
- random sampling
- small sample
- training set
- labeled data
- parameter estimation
- generalization ability
- linear combination
- radial basis function
- semi supervised learning
- image classification
- high dimensional
- support vector