Support vector machine for the simultaneous approximation of a function and its derivative.
Marcelino LázaroIgnacio SantamaríaFernando Pérez-CruzAntonio Artés-RodríguezPublished in: NNSP (2003)
Keyphrases
- support vector machine
- lp norm
- approximation error
- gaussian function
- training data
- piecewise constant
- feature selection
- support vector
- series expansion
- pointwise
- svm classifier
- multi class
- continuous functions
- linear approximation
- high classification accuracy
- machine learning
- closed form
- error bounds
- support vector machine svm
- stationary points
- weight function
- feature space
- multiscale