Text Classification: Combining Grouping, LSA and kNN vs Support Vector Machine.
Naohiro IshiiTakeshi MuraiTakahiro YamadaYongguang BaoSusumu SuzukiPublished in: KES (2) (2006)
Keyphrases
- knn
- text classification
- support vector machine
- k nearest neighbor
- nearest neighbor
- text categorization
- feature selection
- classification method
- support vector machine svm
- knn algorithm
- bag of words
- k nearest neighbour
- classification algorithm
- distance function
- naive bayes
- svm classifier
- labeled data
- similarity search
- latent semantic analysis
- multi class
- spam filtering
- machine learning
- majority voting
- multi label
- knn classification
- kernel function
- rough sets
- knn classifier
- hierarchical document clustering
- visual words
- hyperplane
- natural language
- feature reduction
- neural network