Evidential Nearest Neighbours in Active Learning.
Daniel ZhuArnaud MartinYolande Le GallJean-Christophe DuboisVincent LemairePublished in: IAL@PKDD/ECML (2021)
Keyphrases
- nearest neighbour
- active learning
- training set
- k nearest neighbour
- knn
- random sampling
- selective sampling
- k nearest neighbor
- machine learning
- learning strategies
- semi supervised
- euclidean distance
- decision trees
- unlabeled data
- imbalanced data classification
- experimental design
- learning algorithm
- training examples
- nearest neighbour algorithm
- supervised learning
- labeled data
- support vector machine
- sample selection
- class imbalance
- batch mode
- music emotion classification
- nearest neighbor
- relevance feedback
- rough sets
- evidential reasoning
- genetic algorithm
- neural network
- data sets
- database