Active Learning for kNN Using Instance Impact.
Sayed Waleed QayyumiLaurence A. F. ParkOliver ObstPublished in: AI (2022)
Keyphrases
- knn
- active learning
- k nearest neighbor
- nearest neighbor
- k nearest neighbour
- text categorization
- knn algorithm
- range queries
- classification algorithm
- distance function
- knn classification
- feature selection
- support vector machine
- support vector machine svm
- classification method
- text classification
- supervised learning
- machine learning
- neural network
- test instances
- training set
- transfer learning
- nearest neighbour
- learning algorithm
- similarity search
- semi supervised
- input space
- generalization error
- k nearest