An Improved Support Vector Regression Based on Classification.
Chang-An WuHong-Bing LiuPublished in: MUE (2007)
Keyphrases
- support vector
- classification accuracy
- support vector machine
- generalization ability
- svm classifier
- cross validation
- automatic classification
- loss function
- pattern classification
- classification scheme
- feature space
- pattern recognition
- feature selection
- svm classification
- machine learning
- classification algorithm
- multi class classification
- logistic regression
- kernel function
- machine learning methods
- feature extraction
- support vector machine svm
- text classification
- feature vectors
- standard svm
- decision function
- neural network
- classification process
- support vectors
- binary classification
- training set
- classification models
- hyperplane
- kernel methods
- classification method
- decision rules
- class labels