Instance selection based on supervised clustering.
Jun-Hai ZhaiHong-Yu XuiSu-Fang ZhangNa LiTa LiPublished in: ICMLC (2012)
Keyphrases
- instance selection
- supervised clustering
- instance based learning
- label ranking
- nearest neighbor
- text classification
- data reduction
- classification accuracy
- multiple instance learning
- multi class
- semi supervised learning
- clustering algorithm
- supervised learning
- knowledge discovery and data mining
- feature selection
- evaluation criteria
- data mining
- pairwise
- data sets
- training samples
- unlabeled data
- image classification
- text mining
- support vector machine
- training set
- learning algorithm