A general non-parametric active learning framework for classification on multiple manifolds.
Lei HuangYuqing MaXianglong LiuPublished in: Pattern Recognit. Lett. (2020)
Keyphrases
- active learning framework
- hierarchical text classification
- special case
- classification accuracy
- active learning
- classification systems
- classification algorithm
- pattern recognition
- classification process
- image classification
- machine learning
- feature space
- automatic classification
- support vector machine
- classification method
- text classification
- decision rules
- closely related
- cross validation
- benchmark datasets
- support vector
- decision trees
- feature selection
- support vector machine svm
- machine learning algorithms
- training samples
- unsupervised learning
- low dimensional
- dimensionality reduction
- semi supervised
- feature vectors
- euclidean space
- high dimensional
- classification scheme
- feature extraction