A Comparison of the Performance of SVM and ARNI on Text Categorization with New Filtering Measures on an Unbalanced Collection.
Elías F. CombarroElena MontañésJosé RanillaJavier FernándezPublished in: IWANN (2) (2003)
Keyphrases
- text categorization
- knn
- text classifiers
- feature selection
- text collections
- k nearest neighbor
- automatic categorization
- text classification
- support vector machine svm
- linear svm
- multi label
- support vector
- feature weighting
- automated text categorization
- naive bayes
- distributional clustering
- text documents
- information gain
- document classification
- nearest neighbor
- training data
- feature reduction
- semi supervised learning
- reuters corpus
- tf idf
- feature selections
- feature vectors
- support vector machine
- term weighting
- document categorization
- training set
- automatic text categorization
- feature space
- neural network
- feature selection for text categorization
- transductive support vector machine
- data sets
- bag of words
- document collections
- classification accuracy
- prior knowledge