Automatic News Audio Classification Based on Selective Ensemble SVMs.
Bing HanXinbo GaoHongbing JiPublished in: ISNN (2) (2005)
Keyphrases
- support vector
- feature selection
- training set
- support vector machine svm
- majority voting
- classification accuracy
- machine learning
- speech music discrimination
- multimedia
- svm classifier
- accurate classifiers
- support vector machine
- classification method
- generalization ability
- final classification
- decision trees
- classification algorithm
- imbalanced data
- cost sensitive
- feature ranking
- text classification
- support vector machine classifiers
- benchmark datasets
- logistic regression
- training data
- feature vectors
- image classification
- linear support vector machines
- multiclass classification
- ensemble classifier
- regression problems
- multi class classification
- supervised learning
- ensemble learning
- classification models
- feature space
- machine learning methods
- cross validation
- training samples
- training support vector machines
- knn
- ensemble methods
- music genre classification
- multiple classifier systems
- multiple classifiers
- classifier ensemble
- gene selection
- feature subset
- kernel function
- feature extraction
- model selection
- pattern recognition