Probabilistic Nearest Neighbors Classification.
Bruno FavaPaulo C. Marques F.Hedibert Freitas LopesPublished in: Entropy (2024)
Keyphrases
- nearest neighbor
- decision boundary
- classification accuracy
- k nearest neighbor
- classification systems
- machine learning
- pattern recognition
- nearest neighbor rule
- data sets
- classification scheme
- generative model
- support vector
- feature space
- nearest neighbor algorithm
- feature extraction
- classification method
- probabilistic model
- knn
- preprocessing
- classification models
- class conditional
- support vector machine
- model selection
- uncertain data
- classification algorithm
- decision rules
- text classification
- classification rules
- multi dimensional
- automatic classification
- bayesian networks
- classification process
- benchmark datasets
- nearest neighbor search
- support vector machine svm
- training samples