Enum AUCSummationMethod

java.lang.Object

java.lang.Enum<AUCSummationMethod>

org.tensorflow.framework.metrics.AUCSummationMethod

All Implemented Interfaces:

Serializable, Comparable<AUCSummationMethod>

public enum AUCSummationMethod
extends Enum<AUCSummationMethod>

Specifies the Riemann summation method used.

See Also:

• Davis & Goadrich. 2006
• Riemann summation method

Enum Constant Summary

Enum Constants

Enum Constant	Description
INTERPOLATION	Apply mid-point summation scheme for AUCCurve.ROC.
MAJORING	Apply right summation for increasing intervals and left summation for decreasing intervals
MINORING	Apply left summation for increasing intervals and right summation for decreasing intervals

Method Summary

Modifier and Type	Method	Description
AUCSummationMethod	get(String name)	Gets the AUCSummationMethod enum value by name, regardless of case
static AUCSummationMethod	valueOf(String name)	Returns the enum constant of this type with the specified name.
static AUCSummationMethod[]	values()	Returns an array containing the constants of this enum type, in the order they are declared.

Methods inherited from class Enum

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

Methods inherited from class Object

getClass, notify, notifyAll, wait, wait, wait

Enum Constant Details

INTERPOLATION

public static final AUCSummationMethod INTERPOLATION

Apply mid-point summation scheme for AUCCurve.ROC. For AUCCurve.PR, interpolates (true/false) positives but not the ratio that is precision

MAJORING

public static final AUCSummationMethod MAJORING

Apply right summation for increasing intervals and left summation for decreasing intervals

MINORING

public static final AUCSummationMethod MINORING

Apply left summation for increasing intervals and right summation for decreasing intervals

Method Details

values

public static AUCSummationMethod[] values()

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

Returns:

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

valueOf

public static AUCSummationMethod 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

get

public AUCSummationMethod get(String name)

Gets the AUCSummationMethod enum value by name, regardless of case

Parameters:

name - the name of the AUCSummationMethod enum value.

Returns:

the AUCSummationMethod enum value.