Kernel Optimization

All kinds of objective functions to optimize kernel functions.

+ Collaboration diagram for Kernel Optimization:

Classes

class  shark::KernelTargetAlignment< InputType, LabelType >
 Kernel Target Alignment - a measure of alignment of a kernel Gram matrix with labels. More...
 
class  shark::LooErrorCSvm< InputType, CacheType >
 Leave-one-out error, specifically optimized for C-SVMs. More...
 
class  shark::NegativeGaussianProcessEvidence< InputType, OutputType, LabelType >
 Evidence for model selection of a regularization network/Gaussian process. More...
 
class  shark::RadiusMarginQuotient< InputType, CacheType >
 radius margin quotions for binary SVMs More...
 
class  shark::SvmLogisticInterpretation< InputType >
 Maximum-likelihood model selection score for binary support vector machines. More...