Probabilistic distance SVM with Hellinger-Exponential Kernel for sound event classification.
Tran Huy DatHaizhou LiPublished in: ICASSP (2011)
Keyphrases
- support vector
- support vector machine svm
- svm classification
- support vector machine
- kernel function
- svm classifier
- feature space
- histogram intersection kernel
- classification accuracy
- feature vectors
- classification algorithm
- kernel methods
- least squares support vector machine
- kernel machines
- improves the classification accuracy
- classification method
- rbf kernel
- kernel parameters
- generalization ability
- training set
- feature extraction
- bayesian networks
- feature selection
- machine learning
- ls svm
- decision function
- image classification
- multi class classification
- pattern recognition
- tree kernels
- string kernels
- imbalanced data
- multi class
- multi class svm
- multiple kernel learning
- support vectors
- svm training
- standard svm
- classification and regression problems
- linear svm
- support vector machine classifiers
- decision trees
- polynomial kernels
- similarity measure
- loss function
- kernel learning
- decision boundary
- hyperplane
- text classification