A Diversity-Enhanced and Constraints-Relaxed Augmentation for Low-Resource Classification.
Guang LiuHailong HuangYuzhao MaoWeiguo GaoXuan LiJianping ShenPublished in: CoRR (2021)
Keyphrases
- pattern recognition
- pattern classification
- resource constraints
- feature selection
- image classification
- classification accuracy
- support vector
- supervised learning
- object classification
- classification scheme
- support vector machine svm
- text categorization
- machine learning
- decision trees
- text classification
- training set
- feature space
- classification models
- feature extraction
- resource allocation
- constraint satisfaction
- svm classifier
- learning algorithm
- classification method
- active learning
- machine learning algorithms
- feature vectors
- data sets
- support vector machine