Density and Distance Based KNN Approach to Classification.
Yixin SuSheng-Uei GuanPublished in: Int. J. Appl. Evol. Comput. (2016)
Keyphrases
- knn
- k nearest neighbor
- k nearest neighbour
- classification method
- classification algorithm
- support vector machine svm
- knn algorithm
- text classification
- nearest neighbor
- support vector machine
- knn classification
- knn classifier
- nearest neighbour
- feature selection
- distance function
- majority voting
- text categorization
- distance measurement
- machine learning
- neural network
- training set
- classification accuracy
- decision trees
- image classification
- dimensionality reduction methods
- hierarchical document clustering
- nearest neighbor algorithm
- euclidean distance
- cost sensitive
- pattern recognition
- support vector
- feature extraction
- feature space
- similarity search
- binary classification tasks
- binary classification
- distance metric
- face recognition
- k nearest
- learning algorithm
- supervised learning