Homotopy Continuation Approaches for Robust SV Classification and Regression.
Shinya SuzumuraKohei OgawaMasashi SugiyamaMasayuki KarasuyamaIchiro TakeuchiPublished in: CoRR (2015)
Keyphrases
- support vector
- pattern recognition
- feature vectors
- classification accuracy
- regression problems
- classification scheme
- text classification
- machine learning methods
- classification method
- machine learning approaches
- classification systems
- machine learning algorithms
- class labels
- model selection
- classification rules
- automatic classification
- feature extraction
- regression methods
- numeric values
- pattern classification
- support vector machine
- feature selection
- density estimation
- decision rules
- cross validation
- training samples
- regression method
- training set
- multi variate
- neural networks and support vector machines