Selective Sampling Designs to Improve the Performance of Classification Methods.
Soroosh GhorbaniMichel C. DesmaraisPublished in: ICMLA (2) (2013)
Keyphrases
- selective sampling
- machine learning methods
- benchmark datasets
- cross validation
- feature selection
- active learning
- classification models
- nearest neighbor classifiers
- feature extraction
- data sets
- data mining
- machine learning
- classification accuracy
- supervised learning
- image classification
- machine learning algorithms