Improving K-Nearest Neighbor Efficacy for Farsi Text Classification.
Mohammad Hossein ElahimaneshBehrouz MinaeiHossein MalekinezhadPublished in: LREC (2012)
Keyphrases
- k nearest neighbor
- text classification
- knn
- text categorization
- knn algorithm
- feature selection
- nearest neighbor
- classification algorithm
- bag of words
- labeled data
- text mining
- classification method
- unlabeled data
- naive bayes
- machine learning
- feature reduction
- document classification
- similarity search
- support vector machine svm
- knn classifier
- hierarchical document clustering
- distance function
- nearest neighbour
- multi label
- range queries
- spatial networks
- support vector
- reuters corpus
- bootstrap sampling
- learning algorithm