Text classification using word sequence kernel methods.
Luis A. TrindadeHui WangWilliam BlackburnNiall RooneyPublished in: ICMLC (2011)
Keyphrases
- kernel methods
- text classification
- n gram
- machine learning
- support vector
- kernel function
- learning problems
- learning tasks
- kernel matrix
- text categorization
- bag of words
- reproducing kernel hilbert space
- kernel pca
- feature space
- support vector machine
- feature selection
- kernel matrices
- distributional clustering
- text mining
- kernel learning
- labeled data
- graph kernels
- sentiment classification
- multi label
- kernel trick
- sentiment analysis
- knn
- training data
- neural network
- learning algorithm
- co occurrence
- multiple kernel learning
- multiple kernel
- kernel ridge regression
- kernel fisher discriminant analysis
- kernel based clustering