Homotopy continuation approaches for robust SV classification and regression.
Shinya SuzumuraKohei OgawaMasashi SugiyamaMasayuki KarasuyamaIchiro TakeuchiPublished in: Mach. Learn. (2017)
Keyphrases
- support vector
- pattern recognition
- machine learning methods
- support vector machine svm
- classification process
- model selection
- computationally efficient
- classification method
- automatic classification
- machine learning
- machine learning algorithms
- classification accuracy
- classification rules
- training set
- cross validation
- classification algorithm
- image classification
- linear regression
- cost sensitive
- classification scheme
- regression problems
- regression methods
- discriminative classifiers
- neural networks and support vector machines