A comparison 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
- knn
- training set
- markov random field
- euclidean distance
- k nearest neighbor
- decision trees
- maximum entropy
- pairwise
- nearest neighbour algorithm
- support vector machine
- decision making
- information retrieval
- higher order
- linear combination
- support vector machine svm
- data analysis
- multilayer perceptron
- random fields
- support vector
- minority class
- data sets