Locally adaptive k parameter selection for nearest neighbor classifier: one nearest cluster.
Faruk BulutMehmet Fatih AmasyaliPublished in: Pattern Anal. Appl. (2017)
Keyphrases
- parameter selection
- locally adaptive
- nearest neighbor classifier
- nearest neighbor
- nearest neighbor classification
- data points
- distance measure
- training samples
- subband
- knn
- dynamic time warping
- distance function
- euclidean distance
- model selection
- high dimensional data
- similarity measure
- training set
- wavelet coefficients
- decision trees
- coding method
- low dimensional
- high dimensional