Using a Genetic Algorithm for Editing k-Nearest Neighbor Classifiers.
Roberto Gil-PitaXin YaoPublished in: IDEAL (2007)
Keyphrases
- k nearest neighbor
- genetic algorithm
- knn
- knn classifier
- classification algorithm
- classification method
- k nearest neighbour
- nearest neighbor
- nearest neighbor algorithm
- majority voting
- feature selection
- support vector machine
- neural network
- uci benchmark data
- support vector machine svm
- nearest neighbor classification
- nearest neighbour
- svm classifier
- text categorization
- binary classification tasks
- decision trees
- training data
- training set
- support vector
- knn algorithm
- genetic algorithm ga
- decision boundary
- class probability estimation
- naive bayes
- learning algorithm
- data sets
- knn classification
- text classification
- multi class
- class labels
- ensemble classifier
- multi layer perceptron
- local binary pattern
- similarity search
- vowel recognition
- machine learning algorithms
- feature set