A Selection Algorithm of Training Set Based on Similar Classification.
Xiaowen LiangWei GongWenlong FuJing QiPublished in: J. Softw. (2014)
Keyphrases
- selection algorithm
- training set
- classification accuracy
- prototype selection
- feature subset
- classification algorithm
- feature subset selection
- training samples
- selection scheme
- class labels
- feature space
- pattern recognition
- supervised learning
- nearest neighbor
- decision trees
- resource selection
- svm classifier
- reduction method
- test set
- cross validation
- machine learning
- training data
- support vector machine
- classification method
- image classification
- search algorithm
- nearest neighbor classifier
- active learning
- data sets
- decision boundary
- class distribution
- training patterns
- feature selection algorithms
- semi supervised
- cost sensitive
- feature set
- test data
- simulated annealing
- text classification
- training examples