Receiver Operating Characteristic Curves and Confidence Bands for Support Vector Machines.
Daniel J. LuckettEric B. LaberSamer S. El-KamaryCheng FanRavi JhaveriCharles M. PerouFatma M. SheblMichael R. KosorokPublished in: CoRR (2018)
Keyphrases
- support vector
- receiver operating characteristic curves
- large margin classifiers
- learning machines
- artificial neural networks
- confidence measure
- cross validation
- generalization ability
- kernel methods
- support vector machine
- multi class
- high confidence
- frequency domain
- classification accuracy
- kernel function
- confidence level
- loss function
- soft margin
- case study
- feature selection
- parallel machines
- logistic regression
- confidence values
- support vectors
- ls svm
- linear discriminant analysis
- database
- image data
- color images
- high dimensional
- neural network