Generalized LARS as an effective feature selection tool for text classification with SVMs.
S. Sathiya KeerthiPublished in: ICML (2005)
Keyphrases
- text classification
- feature selection
- support vector
- text classifiers
- text categorization
- knn
- naive bayes classifier
- text classification tasks
- bag of words
- text mining
- naive bayes
- multi class
- machine learning
- support vector machine svm
- k nearest neighbor
- n gram
- labeled data
- multi label
- text documents
- manifold learning
- feature space
- training data
- feature extraction
- information extraction
- support vector machine
- feature vectors
- training set