Happiness detection in music using hierarchical SVMs with dual types of kernels.
Yu-Hao ChinChang-Hong LinErnestasia SiahaanJia-Ching WangPublished in: APSIPA (2013)
Keyphrases
- support vector
- kernel function
- kernel methods
- svm classification
- support vector machine
- feature space
- multiple kernel learning
- hierarchical structure
- detection algorithm
- support vector machine svm
- generalization ability
- svm classifier
- multi class
- machine learning
- linear svm
- polynomial kernels
- object detection
- margin maximization
- learning algorithm
- training support vector machines
- web retrieval
- maximum margin
- false positives
- loss function
- linear combination
- active learning
- training set