Exploring Kernel Functions in the Softmax Layer for Contextual Word Classification.
Yingbo GaoChristian HeroldWeiyue WangHermann NeyPublished in: CoRR (2019)
Keyphrases
- kernel function
- support vector
- support vector machine
- feature space
- svm classifier
- svm classification
- classification accuracy
- kernel methods
- feature set
- feature selection
- input space
- feature vectors
- high dimensional feature space
- support vector machine svm
- support vectors
- feature maps
- kernel principal component analysis
- tree kernels
- decision trees
- machine learning
- kernel learning
- multiple kernel learning
- polynomial kernels
- support vector regression
- hyperplane
- feature extraction
- kernel matrix
- class labels
- loss function
- regression method
- machine learning algorithms
- text classification
- supervised learning
- data mining