Uses of Class
it.uniroma2.sag.kelp.kernel.KernelComposition

Packages that use KernelComposition

Package	Description
it.uniroma2.sag.kelp.kernel.pairs
it.uniroma2.sag.kelp.kernel.standard

Uses of KernelComposition in it.uniroma2.sag.kelp.kernel.pairs

Subclasses of KernelComposition in it.uniroma2.sag.kelp.kernel.pairs

Modifier and Type	Class and Description
class	BestPairwiseAlignmentKernel It is a kernel operating on ExamplePairs applying the following formula: $K( < x_1, x_2 >, < y_1,y_2 > ) = softmax(BK(x_1, y_1) \cdot BK(x_2, y_2) , BK(x_1, y_2) \cdot BK(x_2, y_1))$
class	KernelOnPairs It is a kernel operating on ExamplePairs applying a simpler kernel to the pair elements
class	PairwiseProductKernel It is a kernel operating on ExamplePairs applying the following formula: $K( < x_1, x_2 >, < y_1,y_2 > ) = BK(x_1, y_1) \cdot BK(x_2, y_2) + BK(x_1, y_2) \cdot BK(x_2, y_1)$ where BK is another kernel the kernel on pairs relies on.
class	PairwiseSumKernel It is a kernel operating on ExamplePairs applying the following formula: $K( < x_1, x_2 >, < y_1,y_2 > ) = BK(x_1, y_1) + BK(x_2, y_2) + BK(x_1, y_2) + BK(x_2, y_1)$ where BK is another kernel the kernel on pairs relies on.
class	PreferenceKernel It is a kernel operating on ExamplePairs applying the following formula: $K( < x_1, x_2 >, < y_1,y_2 > ) = BK(x_1, y_1) + BK(x_2, y_2) - BK(x_1, y_2) - BK(x_2, y_1)$ where BK is another kernel the preference kernel relies on.
class	UncrossedPairwiseProductKernel It is a kernel operating on ExamplePairs applying the following formula: $K( < x_1, x_2 >, < y_1,y_2 > ) = BK(x_1, y_1) \cdot BK(x_2, y_2)$ where BK is another kernel the kernel on pairs relies on.
class	UncrossedPairwiseSumKernel It is a kernel operating on ExamplePairs applying the following formula: $K( < x_1, x_2 >, < y_1,y_2 > ) = BK(x_1, y_1) + BK(x_2, y_2)$ where BK is another kernel the kernel on pairs relies on.

Uses of KernelComposition in it.uniroma2.sag.kelp.kernel.standard

Subclasses of KernelComposition in it.uniroma2.sag.kelp.kernel.standard

Modifier and Type	Class and Description
class	NormalizationKernel Normalization of a generic kernel K Normalization formula: $K(x,y) = \frac{K(x,y)}{\sqrt{(K(x,x) \cdot K(y,y))}}$
class	PolynomialKernel
class	RbfKernel Radial Basis Function Kernel.