Selective sampling on graphs for classification.
Quanquan GuCharu C. AggarwalJialu LiuJiawei HanPublished in: KDD (2013)
Keyphrases
- selective sampling
- active learning
- nearest neighbor classifiers
- random sampling
- feature selection
- classification accuracy
- data mining
- decision trees
- machine learning
- image classification
- feature extraction
- supervised learning
- text classification
- data sets
- feature space
- support vector
- small number
- training samples
- support vector machine svm
- svm classifier
- classification rules
- pattern classification
- classification models