A survey on instance selection for active learning.
Yifan FuXingquan ZhuBin LiPublished in: Knowl. Inf. Syst. (2013)
Keyphrases
- instance selection
- active learning
- supervised learning
- semi supervised learning
- feature and instance selection
- unlabeled data
- nearest neighbor
- labeled data
- text classification
- semi supervised
- multiple instance learning
- multi class
- machine learning
- data reduction
- learning algorithm
- classification accuracy
- training examples
- training set
- labeled instances
- evaluation criteria
- relevance feedback
- unsupervised learning
- co training
- preprocessing
- knowledge discovery and data mining
- model selection
- learning process
- cost sensitive
- neural network