Multimodal music emotion classification using AdaBoost with decision stumps.
Dan SuPascale FungNicolas AuguinPublished in: ICASSP (2013)
Keyphrases
- decision stumps
- music emotion classification
- music retrieval
- weak classifiers
- decision forest
- music information retrieval
- selection algorithm
- ensemble learning
- learning algorithm
- ensemble classifier
- kernel machines
- generalization bounds
- active learning
- base classifiers
- imbalanced data
- logistic regression
- support vector machine
- linear combination
- decision trees
- image patches
- generalization ability
- image classification
- base learners
- multi class
- machine learning