Fast truncated Huber loss SVM for large scale classification.
Huajun WangYuanhai ShaoPublished in: Knowl. Based Syst. (2023)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- svm classifier
- classification algorithm
- classification method
- generalization ability
- feature vectors
- feature space
- knn
- feature selection
- multi class classification
- svm classification
- training set
- decision trees
- decision forest
- improves the classification accuracy
- machine learning
- high classification accuracy
- pattern classification
- multiclass support vector machines
- loss function
- kernel function
- classification accuracy
- pattern recognition
- feature extraction
- multiclass classification
- multi class
- support vector machine classifiers
- cost sensitive
- text classification
- classification performances
- histogram intersection kernel
- semi supervised
- decision function
- active learning