Fast instance selection for speeding up support vector machines.
Jingnian ChenCaiming ZhangXiaoping XueCheng-Lin LiuPublished in: Knowl. Based Syst. (2013)
Keyphrases
- instance selection
- support vector
- classification accuracy
- learning machines
- support vector machine
- nearest neighbor
- feature and instance selection
- feature selection
- text classification
- data reduction
- multiple instance learning
- multi class
- evaluation criteria
- supervised learning
- semi supervised learning
- knowledge discovery and data mining
- class imbalanced
- text categorization
- concept drift
- information retrieval
- feature extraction
- selection criterion
- training set
- knn
- naive bayes
- data mining
- image retrieval
- prior knowledge