A Modified Cosine-Similarity based Log Kernel for Support Vector Machines in the Domain of Text Classification.
Rajendra Kumar RoulKushagr AroraPublished in: ICON (2017)
Keyphrases
- support vector
- text classification
- kernel function
- feature selection
- large margin classifiers
- learning machines
- kernel methods
- rbf kernel
- support vector machine
- kernel machines
- logistic regression
- knn
- kernel parameters
- cross domain
- loss function
- bag of words
- transfer learning
- machine learning
- decision function
- sentiment analysis
- naive bayes
- text categorization
- cross validation
- domain specific
- classification accuracy
- radial basis function
- text mining
- ls svm
- high dimensional
- semantic features
- polynomial kernels
- multi class
- svm classification
- text classifiers
- labeled data
- input space
- decision trees
- active learning
- multi label