Multi-Density Datasets Clustering Using K-Nearest Neighbors and Chebyshev's Inequality.
Amira BouchemalMohamed Tahar KimourPublished in: Informatica (Slovenia) (2023)
Keyphrases
- k nearest neighbor
- knn
- nearest neighbor
- nearest neighbor algorithm
- knn classification
- neural network
- k nearest
- clustering algorithm
- classification algorithm
- support vector machine
- data sets
- distance function
- input space
- distance computation
- text classification
- high dimensional data
- nearest neighbour
- nearest neighbor rule
- binary classification tasks
- data objects
- distance measurement
- feature vectors
- knn classifier
- training set