A hybrid neural network model based on optimized margin softmax loss function for music classification.
Jingxian LiLixin HanXin WangYang WangJianhua XiaYi YangBing HuShu LiHong YanPublished in: Multim. Tools Appl. (2024)
Keyphrases
- loss function
- hinge loss
- support vector
- logistic regression
- pairwise
- learning to rank
- risk minimization
- classification accuracy
- training set
- decision trees
- reproducing kernel hilbert space
- decision boundary
- pattern classification
- machine learning
- cross validation
- empirical risk
- soft margin
- image classification
- bayes rule
- convex loss functions
- convex optimization
- boosting framework
- decision rules
- maximum margin
- kernel methods
- classification algorithm
- support vector machine svm
- model selection
- text classification
- supervised learning
- support vector machine
- feature selection