Instability of the decision surfaces of the Nearest Neighbour and Potential Function Classifiers.
Bruce G. BatchelorPublished in: Inf. Sci. (1973)
Keyphrases
- nearest neighbour
- potential functions
- k nearest neighbour
- markov random field
- maximum entropy
- decision making
- knn
- pairwise
- k nearest neighbor
- decision trees
- training set
- random fields
- nearest neighbour algorithm
- euclidean distance
- support vector machine
- minority class
- nearest neighbor
- rough sets
- support vector
- neural network