A Nearest Neighbor Algorithm for Imbalanced Classification.
Rémi ViolaRémi EmonetAmaury HabrardGuillaume MetzlerSébastien RiouMarc SebbanPublished in: Int. J. Artif. Intell. Tools (2021)
Keyphrases
- nearest neighbor algorithm
- nearest neighbor
- k nearest neighbor
- class imbalance
- classification accuracy
- feature extraction
- feature vectors
- support vector
- knn
- decision boundary
- pattern recognition
- support vector machine
- decision trees
- machine learning
- pattern classification
- neural network
- supervised learning
- benchmark datasets
- model selection
- text classification
- cost sensitive
- feature set
- data sets
- cost sensitive learning
- imbalanced data
- feature selection
- imbalanced data sets