A multi-stage genetic algorithm for instance selection dedicated to k nearest neighbours classification: application to robot wall following problem.
Sarah MadiAhmed Riadh Baba-AliPublished in: Int. J. Metaheuristics (2022)
Keyphrases
- multistage
- k nearest neighbour
- instance selection
- genetic algorithm
- knn
- feature and instance selection
- classification accuracy
- support vector machine
- text classification
- decision trees
- nearest neighbor
- multi class
- data reduction
- machine learning
- support vector
- image classification
- nearest neighbour
- k nearest neighbor
- supervised learning
- neural network
- pattern recognition
- dynamic programming
- artificial neural networks
- learning algorithm
- data streams
- data mining
- multi layer perceptron
- optimal policy
- evolutionary algorithm
- feature space