Comparison of Sequence Discriminant Support Vector Machines for Acoustic Event Classification.
Andrey TemkoEnric MonteCliment NadeuPublished in: ICASSP (5) (2006)
Keyphrases
- support vector
- classification accuracy
- large margin classifiers
- svm classifier
- support vector machine
- feature selection
- learning machines
- generalization ability
- cross validation
- pattern classification
- decision trees
- feature extraction
- training set
- pattern recognition
- kernel function
- hyperplane
- image classification
- multi class classification
- svm classification
- support vector machine svm
- training samples
- model selection
- feature vectors
- machine learning
- margin maximization
- data sets
- event sequences
- fisher discriminant
- sequential minimal optimization
- support vectors
- classification models
- radial basis function
- event detection
- logistic regression
- class labels
- loss function
- principal component analysis
- hidden markov models
- high dimensional
- feature space