Improved one-class SVM classifier for sounds classification.
Asma RabaouiManuel DavyStéphane RossignolZied LachiriNoureddine EllouzePublished in: AVSS (2007)
Keyphrases
- svm classifier
- support vector machine
- support vector machine svm
- support vector
- image classification
- training set
- feature vectors
- svm classification
- final classification
- fold cross validation
- kernel function
- generalization ability
- classification method
- machine learning
- linear classifiers
- multi class
- class labels
- support vector machine classifier
- classification algorithm
- supervised learning
- hyperplane
- knn
- ls svm
- classification accuracy
- feature space
- standard svm
- train a support vector machine
- decision function
- principle component analysis
- classification rate
- k nearest neighbor
- feature selection