Hybrid support vector machine based feature selection method for text classification.
Thabit SabbahMosab AyyashMahmood AshrafPublished in: Int. Arab J. Inf. Technol. (2018)
Keyphrases
- text classification
- support vector machine
- feature selection
- machine learning
- classification method
- knn
- bag of words
- text categorization
- text mining
- k nearest neighbor
- text documents
- document classification
- data cleaning
- n gram
- feature reduction
- sentiment analysis
- text classifiers
- semantic features
- naive bayes
- kernel methods
- multi class
- labeled data
- svm classifier
- radial basis function
- feature subset
- classification algorithm
- kernel function
- text classification tasks
- database
- multi class support vector machines
- hyperplane
- multi label
- support vector machine svm
- unlabeled data
- training set
- support vector
- databases
- data sets