Multimodal Sparsity-Eager Support Vector Machines for Music Classification.
Kamelia AryafarAli ShokoufandehPublished in: ICMLA (2014)
Keyphrases
- support vector
- classification accuracy
- support vector machine
- large margin classifiers
- generalization ability
- learning machines
- feature selection
- pattern recognition
- svm classifier
- cross validation
- logistic regression
- automatic classification
- classification scheme
- classification method
- svm classification
- text classification
- multi class classification
- neural network
- model selection
- class labels
- benchmark datasets
- kernel function
- support vector machine svm
- multi modal
- high dimensional
- music retrieval
- feature space
- brain image analysis
- loss function
- music information retrieval
- decision function
- classification process
- hyperplane
- pattern classification
- decision rules
- training examples
- image classification
- multi class
- feature vectors
- training set
- preprocessing
- learning algorithm