Active Learning for Node Classification: An Evaluation.
Kaushalya MadhawaTsuyoshi MurataPublished in: Entropy (2020)
Keyphrases
- active learning
- classification accuracy
- selective sampling
- batch mode active learning
- support vector
- pattern recognition
- classification systems
- benchmark datasets
- image classification
- supervised learning
- machine learning methods
- training set
- feature selection
- machine learning
- classification models
- classification algorithm
- unsupervised learning
- text classification
- decision trees
- data sets
- semi supervised
- pattern classification
- cost sensitive
- feature vectors
- classification scheme
- annotation effort
- decision rules
- random sampling
- automatic classification
- pairwise
- feature space
- rare class
- imbalanced data classification