The Nearest Subclass Classifier: A Compromise between the Nearest Mean and Nearest Neighbor Classifier.
Cor J. VeenmanMarcel J. T. ReindersPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2005)
Keyphrases
- nearest neighbor classifier
- nearest neighbor
- prototype selection
- stochastic gradient
- nearest neighbor classifiers
- k nearest neighbor
- knn
- nearest neighbor classification
- distance measure
- data points
- complexity measures
- distance function
- dynamic time warping
- training samples
- training set
- euclidean distance
- optimum path forest
- high dimensional data
- np complete
- input data
- pattern recognition
- decision boundary
- decision trees
- high dimensional