Nearest Neighbor Classifier with Margin Penalty for Active Learning.
Yuan CaoZhiqiao GaoJie HuMingchuan YangPublished in: CoRR (2022)
Keyphrases
- nearest neighbor classifier
- active learning
- training set
- nearest neighbor
- training samples
- generalization error
- prototype selection
- objective function
- distance measure
- dynamic time warping
- learning strategies
- supervised learning
- stochastic gradient
- nearest neighbor classification
- semi supervised
- decision boundary
- learning algorithm
- random sampling
- optimum path forest
- complexity measures
- machine learning
- data sets
- selective sampling
- labeled data
- support vector
- image processing
- cross validation
- experimental design
- database
- similarity measure
- data mining
- grassmann manifold
- cost sensitive
- euclidean distance
- data points
- dynamic programming
- neural network