Custom-designed SVM kernels for improved robustness of phoneme classification.
Jibran YousafzaiZoran CvetkovicPeter SollichPublished in: EUSIPCO (2009)
Keyphrases
- support vector
- support vector machine svm
- svm classification
- support vector machine
- kernel function
- feature space
- classification method
- classification accuracy
- feature selection
- svm classifier
- multiple kernel learning
- histogram intersection kernel
- classification algorithm
- feature vectors
- improves the classification accuracy
- kernel methods
- multi class classification
- generalization ability
- rbf kernel
- string kernels
- standard svm
- support vectors
- pattern recognition
- training set
- knn
- text classification
- image classification
- high classification accuracy
- kernel machines
- polynomial kernels
- kernel svms
- machine learning
- text classifiers
- radial basis function
- margin maximization
- multi class svm
- support vector machine classifiers
- ls svm
- multi class
- multiple kernel
- domain specific
- model selection
- support vector classification
- unbalanced data
- k nearest neighbor
- training samples
- loss function
- kernel parameters
- logistic regression
- decision function
- decision forest
- tree kernels
- hidden markov models
- linear svm
- decision trees
- maximum margin