Impact of PDS Based kNN Classifiers on Kyoto Dataset.
Kailasam SwathiBobba Basaveswara RaoPublished in: Int. J. Rough Sets Data Anal. (2019)
Keyphrases
- knn
- k nearest neighbour
- k nearest neighbor
- knn classifier
- voting methods
- classification algorithm
- k nearest
- nearest neighbor
- majority voting
- classification method
- feature selection
- nearest neighbor algorithm
- feature set
- text categorization
- nearest neighbour
- distance function
- knn algorithm
- support vector machine svm
- binary classification tasks
- uci benchmark data
- training data
- naive bayes
- test instances
- text classification
- support vector machine
- training set
- neural network
- similarity search
- decision boundary
- imputation methods
- support vector
- benchmark datasets
- shows significant improvements
- machine learning algorithms
- input space
- multi label
- high dimensional
- training samples
- decision trees
- hierarchical document clustering