A hybrid text classification approach with low dependency on parameter by integrating K-nearest neighbor and support vector machine.
Chin Heng WanLam Hong LeeRajprasad RajkumarDino IsaPublished in: Expert Syst. Appl. (2012)
Keyphrases
- k nearest neighbor
- text classification
- knn
- support vector machine
- feature selection
- text categorization
- knn algorithm
- nearest neighbor
- classification method
- bag of words
- machine learning
- text mining
- classification algorithm
- support vector machine svm
- naive bayes
- k nearest neighbour
- distance function
- document classification
- knn classifier
- svm classifier
- multi class
- majority voting
- unlabeled data
- labeled data
- vowel recognition
- input space
- feature reduction
- feature vectors
- hierarchical document clustering
- classification accuracy
- graph construction