Probabilistic Nearest Neighbors Classification.

Bruno Fava Paulo C. Marques F.Hedibert Freitas Lopes

Published 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