Investigating a novel GA-based feature selection method using improved KNN classifiers.
Amit SaxenaDovendra PatreAbhishek DubeyPublished in: Int. J. Inf. Commun. Technol. (2011)
Keyphrases
- knn
- k nearest neighbour
- k nearest neighbor
- classification algorithm
- voting methods
- knn classifier
- nearest neighbor
- majority voting
- classification method
- text categorization
- genetic algorithm ga
- feature selection
- similarity search
- genetic algorithm
- knn algorithm
- nearest neighbor algorithm
- nearest neighbour
- feature subset
- neural network
- distance function
- decision trees
- binary classification tasks
- text classification
- support vector machine
- svm classifier
- k nearest
- naive bayes
- training set
- support vector
- training data
- data mining
- simulated annealing
- high dimensional data
- data sets
- shows significant improvements
- fitness function