Package edu.cmu.tetrad.search.test

Enum Class Kci.KernelType

java.lang.Object

java.lang.Enum<Kci.KernelType>

edu.cmu.tetrad.search.test.Kci.KernelType

All Implemented Interfaces:

Serializable, Comparable<Kci.KernelType>, Constable

Enclosing class:

Kci

public static enum Kci.KernelType
extends Enum<Kci.KernelType>

Enum representing the type of kernel function used in kernel-based computations. The kernel type determines how the input data is transformed or structured to measure similarity or relationships.

Nested Class Summary

Nested classes/interfaces inherited from class java.lang.Enum

Enum.EnumDesc<E extends Enum<E>>

Enum Constant Summary

Enum Constants

Enum Constant	Description
GAUSSIAN	Represents the Gaussian (RBF) kernel, commonly used for non-linear transformations.
LINEAR	Represents the linear kernel, useful for linear relationships.
POLYNOMIAL	Represents the polynomial kernel, which generalizes the linear kernel by introducing polynomial terms.

Method Summary

Modifier and Type	Method	Description
static Kci.KernelType	valueOf(String name)	Returns the enum constant of this class with the specified name.
static Kci.KernelType[]	values()	Returns an array containing the constants of this enum class, in the order they are declared.

Methods inherited from class java.lang.Enum

compareTo, describeConstable, equals, getDeclaringClass, hashCode, name, ordinal, toString, valueOf

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Enum Constant Details

GAUSSIAN

public static final Kci.KernelType GAUSSIAN

Represents the Gaussian (RBF) kernel, commonly used for non-linear transformations.

LINEAR

public static final Kci.KernelType LINEAR

Represents the linear kernel, useful for linear relationships.

POLYNOMIAL

public static final Kci.KernelType POLYNOMIAL

Represents the polynomial kernel, which generalizes the linear kernel by introducing polynomial terms.

Method Details

values

public static Kci.KernelType[] values()

Returns an array containing the constants of this enum class, in the order they are declared.

Returns:

an array containing the constants of this enum class, in the order they are declared

valueOf

public static Kci.KernelType valueOf(String name)

Returns the enum constant of this class with the specified name. The string must match exactly an identifier used to declare an enum constant in this class. (Extraneous whitespace characters are not permitted.)

Parameters:

name - the name of the enum constant to be returned.

Returns:

the enum constant with the specified name

Throws:

IllegalArgumentException - if this enum class has no constant with the specified name

NullPointerException - if the argument is null