Fast SVM training based on the choice of effective samples for audio classification.
Shilei ZhangHongchen JiangShuwu ZhangBo XuPublished in: INTERSPEECH (2006)
Keyphrases
- svm training
- generalization ability
- svm classification
- training samples
- image classification
- pattern recognition
- classification method
- support vector machine
- decision trees
- supervised learning
- classification models
- support vector machine svm
- classification accuracy
- feature extraction
- data sets
- text classification
- training set
- support vector
- machine learning methods
- feature selection
- support vectors
- learning algorithm
- least squares
- feature space
- classification algorithm
- training dataset
- machine learning