Soft-Margin Softmax for Deep Classification.
Xuezhi LiangXiaobo WangZhen LeiShengcai LiaoStan Z. LiPublished in: ICONIP (2) (2017)
Keyphrases
- soft margin
- support vector
- generalization ability
- support vector machine
- pattern recognition
- support vector machine svm
- classification accuracy
- parameter selection
- feature space
- training samples
- machine learning
- svm classification
- class labels
- feature extraction
- decision trees
- learning algorithm
- supervised learning
- image classification
- text classification
- knn
- feature vectors
- kernel function
- machine learning algorithms
- benchmark datasets
- training data
- perceptron algorithm
- neural network