Uses of Interface
org.tribuo.math.kernel.Kernel

Packages that use Kernel

Package	Description
org.tribuo.classification.sgd.kernel	Provides a SGD implementation of a Kernel SVM using the Pegasos algorithm.
org.tribuo.math.kernel	Provides a Kernel interface for Mercer kernels, along with implementations of standard kernels.

Uses of Kernel in org.tribuo.classification.sgd.kernel

Constructors in org.tribuo.classification.sgd.kernel with parameters of type Kernel

Modifier	Constructor	Description
	KernelSVMTrainer(Kernel kernel, double lambda, int epochs, int loggingInterval, long seed)	Constructs a trainer for a kernel SVM model.
	KernelSVMTrainer(Kernel kernel, double lambda, int epochs, long seed)	Constructs a trainer for a kernel SVM model.

Uses of Kernel in org.tribuo.math.kernel

Classes in org.tribuo.math.kernel that implement Kernel

Modifier and Type	Class	Description
class	Linear	A linear kernel, u.dot(v).
class	Polynomial	A polynomial kernel, (gamma*u.dot(v) + intercept)^degree.
class	RBF	A Radial Basis Function (RBF) kernel, exp(-gamma*|u-v|^2).
class	Sigmoid	A sigmoid kernel, tanh(gamma*u.dot(v) + intercept).

Methods in org.tribuo.math.kernel that return Kernel

Modifier and Type	Method	Description
static Kernel	Kernel.deserialize(org.tribuo.math.protos.KernelProto proto)	Deserializes the kernel from the supplied protobuf.