All kinds of objective functions to optimize kernel functions.
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... | |