Simpler large margin distribution machine via weighted linear loss for large-scale classification.
Maoxiang ChuLiming LiuLing LiuRongfen GongPublished in: Int. J. Mach. Learn. Cybern. (2024)
Keyphrases
- support vector
- pattern recognition
- machine learning
- automatic classification
- feature extraction
- small scale
- classification scheme
- classification accuracy
- text classification
- hierarchical text classification
- multi category
- image classification
- decision trees
- feature vectors
- support vector machine
- data sets
- classification systems
- feature space
- training set
- real world
- discriminative learning
- generalization ability
- classification method
- class labels
- training samples
- supervised learning
- pattern classification
- random variables
- support vector machine svm
- k nearest neighbour
- probability distribution
- knn