jsat.classifiers.neuralnetwork

Enum LVQ.LVQVersion

java.lang.Object

java.lang.Enum<LVQ.LVQVersion>

jsat.classifiers.neuralnetwork.LVQ.LVQVersion

All Implemented Interfaces:

Serializable, Comparable<LVQ.LVQVersion>

Enclosing class:

LVQ

public static enum LVQ.LVQVersion
extends Enum<LVQ.LVQVersion>

There are several LVQ versions, each one adding an additional case in which two LVs instead of one can be updated.

Enum Constant Summary

Enum Constants

Enum Constant and Description
LVQ1 LVQ1 will only update one LV
LVQ2 Two vectors will be updated if they are close enough together.
LVQ21 Two vectors will be updated if they are close enough together and do not belong to the same class if one of them was the correct class to a training vector.
LVQ3 Two vectors will be updated if they are close enough together and are of the same class as the training vector.

Method Summary

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

Methods inherited from class java.lang.Enum

clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Enum Constant Detail

LVQ1

public static final LVQ.LVQVersion LVQ1

LVQ1 will only update one LV

LVQ2

public static final LVQ.LVQVersion LVQ2

Two vectors will be updated if they are close enough together. The closest was the wrong class but the 2nd closet was the correct class.

LVQ21

public static final LVQ.LVQVersion LVQ21

Two vectors will be updated if they are close enough together and do not belong to the same class if one of them was the correct class to a training vector.

LVQ3

public static final LVQ.LVQVersion LVQ3

Two vectors will be updated if they are close enough together and are of the same class as the training vector.

Method Detail

values

public static LVQ.LVQVersion[] values()

Returns an array containing the constants of this enum type, in the order they are declared. This method may be used to iterate over the constants as follows:

for (LVQ.LVQVersion c : LVQ.LVQVersion.values())
    System.out.println(c);

Returns:

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

valueOf

public static LVQ.LVQVersion valueOf(String name)

Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (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 type has no constant with the specified name

NullPointerException - if the argument is null