Geometric Insights into Support Vector Machine Behavior using the KKT Conditions.
Iain CarmichaelJ. S. MarronPublished in: CoRR (2017)
Keyphrases
- support vector machine
- sufficient conditions
- feature selection
- support vector regression
- initial conditions
- environmental conditions
- support vector
- high dimensional
- feature vectors
- multi class
- multi class support vector machines
- search engine
- geometric structure
- geometric constraints
- radial basis function
- kernel methods
- classification method
- svm classifier
- artificial neural networks
- training set
- feature space
- case study
- information systems
- computer vision