Validation of k-Nearest Neighbor Classifiers Using Inclusion and Exclusion.
Eric BaxLingjie WengXu TianPublished in: CoRR (2014)
Keyphrases
- k nearest neighbor
- knn
- knn classifier
- classification algorithm
- classification method
- nearest neighbor
- k nearest neighbour
- nearest neighbor algorithm
- nearest neighbour
- majority voting
- uci benchmark data
- feature selection
- binary classification tasks
- text categorization
- support vector machine svm
- support vector machine
- class probability estimation
- knn algorithm
- neural network
- nearest neighbor classification
- training set
- training data
- support vector
- svm classifier
- distance function
- naive bayes
- feature reduction
- bootstrap sampling
- feature extraction
- decision trees
- ensemble classifier
- graph construction
- text classification
- decision boundary
- machine learning methods
- spatial networks
- semi supervised
- feature set
- similarity search
- training samples
- distance measure