The Research of Semantic Kernel in SVM for Chinese Text Classification.
Fanjin MaiLing HuangJing TanXinzheng WangPublished in: ICIIP (2017)
Keyphrases
- text classification
- support vector
- semantic features
- kernel function
- text classifiers
- feature selection
- knn
- kernel methods
- text classification tasks
- text categorization
- bag of words
- kernel space
- kernel parameters
- support vector machine svm
- feature space
- rbf kernel
- k nearest neighbor
- machine learning
- support vector machine
- multiple kernel learning
- decision function
- text mining
- distributional clustering
- svm classification
- sentiment analysis
- polynomial kernels
- kernel machines
- data cleaning
- natural language
- feature vectors
- text documents
- ls svm
- multiple kernel
- classification accuracy
- text summarization
- svm classifier
- semantic information
- naive bayes
- tree kernels
- gaussian kernel
- histogram intersection kernel
- kernel pca
- reproducing kernel hilbert space
- support vectors
- sentiment classification
- text data
- input space
- multi label
- n gram
- training data
- linear svm
- hyperplane
- semantic similarity
- labeled data
- visual features
- information extraction
- automatic text classification
- neural network