Documentation of kernel classes
Blow are all S4 kernel classes and their containing slots, where the parameters are stored, that later used when passed to statismo. All kernel-classes have a common slot:
kerneltype - character: containing kernel specifics
Available kernels are: MultiscaleBSplineKernel-class
support - numeric: the BSpline support
scale - numeric: scale factor
levels - integer: Number of levels
BSplineKernel-class:
support - numeric: the BSpline support
GaussianKernel-class
sigma - numeric: kernel bandwidth
scale - numeric: scale factor
IsoKernel-class
centroid - vector: centroid around which to be scaled
scale - numeric: scale factor
CombinedKernel-class
kernel - list(s) containing the kernel above
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