Designing nearest neighbour classifiers by the evolution of a population of prototypes.
Fernando FernándezPedro IsasiPublished in: ESANN (2001)
Keyphrases
- nearest neighbour
- training set
- k nearest neighbour
- population dynamics
- natural selection
- evolution process
- knn
- k nearest neighbor
- evolutionary process
- euclidean distance
- nearest neighbour algorithm
- decision trees
- training data
- artificial neural networks
- data sets
- minority class
- support vector machine
- neural network
- principal component analysis
- multi class
- classification algorithm
- multilayer perceptron
- knowledge discovery
- expert systems
- database systems
- decision making
- feature selection
- distance matrix
- genetic algorithm
- database