On high-dimensional modifications of the nearest neighbor classifier.
Annesha GhoshBilol BanerjeeAnil K. GhoshPublished in: CoRR (2024)
Keyphrases
- nearest neighbor classifier
- high dimensional
- nearest neighbor
- training samples
- prototype selection
- stochastic gradient
- dynamic time warping
- similarity search
- distance measure
- high dimensional data
- nearest neighbor classification
- feature space
- data points
- low dimensional
- dimensionality reduction
- knn
- high dimensionality
- multi dimensional
- neural network
- distance function
- gene expression data
- complexity measures
- metric space
- decision boundary
- training set
- training data
- pairwise
- noisy data
- dimension reduction
- kernel function