Nearest Neighbor Classifier with Margin Penalty for Active Learning.
Yuan CaoZhiqiao GaoJie HuMingchuan YangJinpeng ChenPublished in: ICONIP (1) (2022)
Keyphrases
- nearest neighbor classifier
- active learning
- training set
- nearest neighbor
- training samples
- generalization error
- prototype selection
- objective function
- distance measure
- stochastic gradient
- learning strategies
- supervised learning
- complexity measures
- semi supervised
- optimum path forest
- dynamic time warping
- learning algorithm
- decision boundary
- machine learning
- nearest neighbor classification
- active learning strategies
- random sampling
- experimental design
- learning process
- penalty function
- cost sensitive
- labeled data
- selective sampling
- binary classification
- pairwise
- support vector
- data sets