Conformal transformation of the metric for k-nearest neighbors classification.
Marius Claudiu PopescuLacrimioara GramaCorneliu RusuPublished in: ICCP (2020)
Keyphrases
- k nearest neighbor
- knn
- classification method
- classification algorithm
- nearest neighbor
- support vector machine svm
- knn classifier
- support vector machine
- k nearest neighbour
- nearest neighbor rule
- nearest neighbour
- knn classification
- distance function
- nearest neighbor algorithm
- nearest neighbor classification
- text classification
- knn algorithm
- distance measurement
- pattern classification
- classification accuracy
- feature selection
- neural network
- machine learning
- metric learning
- k nearest
- training set
- feature extraction
- nearest neighbor search
- knowledge discovery
- binary classification tasks