A Sparse Sampling Method for Classification Based on Likelihood Factor.
Linge DingFuchun SunHongqiao WangNing ChenPublished in: ISNN (2) (2008)
Keyphrases
- classification accuracy
- pattern recognition
- support vector machine
- pattern classification
- classification algorithm
- support vector machine svm
- supervised learning
- high dimensional
- support vector
- machine learning
- dictionary learning
- feature extraction
- decision trees
- image classification
- training samples
- feature selection
- supervised classification
- object classification
- classification method
- classification systems
- classification scheme
- automatic classification
- prior probabilities
- dimension reduction
- machine learning methods
- cross validation
- class labels
- benchmark datasets
- active learning
- preprocessing
- learning algorithm