Exploring Feature Selection and Support Vector Machine in Text Categorization.
Shuzlina Abdul RahmanSofianita MutalibNur Amira KhanafiAzliza Mohd AliPublished in: CSE (2013)
Keyphrases
- text categorization
- feature selection
- support vector machine
- automated text categorization
- k nearest neighbor
- text classification
- knn
- multi class
- information gain
- support vector
- support vector machine svm
- svm classifier
- feature weighting
- feature space
- multi label
- machine learning
- reuters corpus
- feature generation
- feature set
- dimensionality reduction
- text documents
- mutual information
- model selection
- classification accuracy
- naive bayes
- decision trees
- term frequency
- tf idf
- hyperplane
- information theoretic
- text classifiers
- information retrieval
- training documents
- data sets
- classification algorithm
- feature extraction
- kernel function
- feature vectors
- nearest neighbor
- feature subset
- learning algorithm
- training set
- document frequency
- semi supervised learning
- text filtering
- automatic text categorization
- labeled data
- feature selections