Novel text categorization by amalgamation of augmented k-nearest neighborhood classification and k-medoids clustering.
Ramachandra Rao KuradaK. Karteeka PavanPublished in: CoRR (2013)
Keyphrases
- k nearest
- text categorization
- knn
- k nearest neighbor
- text classification
- nearest neighbor
- support vector machine svm
- document classification
- feature selection
- pattern recognition and machine learning
- document categorization
- nearest neighbor algorithm
- multi label
- training set
- automated text categorization
- reuters corpus
- transductive support vector machine
- support vector machine
- text classifiers
- feature reduction
- distance function
- text documents
- range queries
- naive bayes
- automatic text categorization
- similarity search
- neural network
- k means
- clustering algorithm
- unsupervised learning
- support vector
- svm classifier
- feature extraction
- decision trees
- semi supervised learning
- feature space
- feature set
- supervised learning
- classification accuracy