ai.libs.jaicore.ml.core.evaluation.measure.singlelabel

Enum EMulticlassMeasure

java.lang.Object

java.lang.Enum<EMulticlassMeasure>

ai.libs.jaicore.ml.core.evaluation.measure.singlelabel.EMulticlassMeasure

All Implemented Interfaces:

java.io.Serializable, java.lang.Comparable<EMulticlassMeasure>

public enum EMulticlassMeasure
extends java.lang.Enum<EMulticlassMeasure>

Enum summarizing all multiclass measures.

Enum Constant Summary

Enum Constants

Enum Constant and Description
AREA_ABOVE_ROC
AREA_UNDER_ROC
AVG_COST
CORRECT
CORRELATION_COEFFICIENT
ERROR_RATE
F_MEASURE
FALSE_NEGATIVE_RATE
FALSE_POSITIVE_RATE
INCORRECT
KAPPA
KB_INFORMATION
KB_MEA_INFORMATION
KB_RELATIVE_INFORMATION
MEAN_ABSOLUTE_ERROR
PCT_CORRECT
PCT_INCORRECT
PRECISION
RELATIVE_ABSOLUTE_ERROR
ROOT_MEAN_SQUARED_ERROR
ROOT_RELATIVE_SQUARED_ERROR
WEIGHTED_AREA_UNDER_ROC
WEIGHTED_F_MEASURE
WEIGHTED_FALSE_NEGATIVE_RATE
WEIGHTED_FALSE_POSITIVE_RATE
WEIGHTED_PRECISION
WEIGHTED_RECALL
WEIGHTED_TRUE_NEGATIVE_RATE
WEIGHTED_TRUE_POSITIVE_RATE

Method Summary

Modifier and Type	Method and Description
static EMulticlassMeasure	valueOf(java.lang.String name) Returns the enum constant of this type with the specified name.
static EMulticlassMeasure[]	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

AREA_ABOVE_ROC

public static final EMulticlassMeasure AREA_ABOVE_ROC

AREA_UNDER_ROC

public static final EMulticlassMeasure AREA_UNDER_ROC

AVG_COST

public static final EMulticlassMeasure AVG_COST

CORRECT

public static final EMulticlassMeasure CORRECT

CORRELATION_COEFFICIENT

public static final EMulticlassMeasure CORRELATION_COEFFICIENT

ERROR_RATE

public static final EMulticlassMeasure ERROR_RATE

FALSE_NEGATIVE_RATE

public static final EMulticlassMeasure FALSE_NEGATIVE_RATE

FALSE_POSITIVE_RATE

public static final EMulticlassMeasure FALSE_POSITIVE_RATE

F_MEASURE

public static final EMulticlassMeasure F_MEASURE

INCORRECT

public static final EMulticlassMeasure INCORRECT

KAPPA

public static final EMulticlassMeasure KAPPA

KB_INFORMATION

public static final EMulticlassMeasure KB_INFORMATION

KB_MEA_INFORMATION

public static final EMulticlassMeasure KB_MEA_INFORMATION

KB_RELATIVE_INFORMATION

public static final EMulticlassMeasure KB_RELATIVE_INFORMATION

MEAN_ABSOLUTE_ERROR

public static final EMulticlassMeasure MEAN_ABSOLUTE_ERROR

PCT_CORRECT

public static final EMulticlassMeasure PCT_CORRECT

PCT_INCORRECT

public static final EMulticlassMeasure PCT_INCORRECT

PRECISION

public static final EMulticlassMeasure PRECISION

RELATIVE_ABSOLUTE_ERROR

public static final EMulticlassMeasure RELATIVE_ABSOLUTE_ERROR

ROOT_MEAN_SQUARED_ERROR

public static final EMulticlassMeasure ROOT_MEAN_SQUARED_ERROR

ROOT_RELATIVE_SQUARED_ERROR

public static final EMulticlassMeasure ROOT_RELATIVE_SQUARED_ERROR

WEIGHTED_AREA_UNDER_ROC

public static final EMulticlassMeasure WEIGHTED_AREA_UNDER_ROC

WEIGHTED_FALSE_NEGATIVE_RATE

public static final EMulticlassMeasure WEIGHTED_FALSE_NEGATIVE_RATE

WEIGHTED_FALSE_POSITIVE_RATE

public static final EMulticlassMeasure WEIGHTED_FALSE_POSITIVE_RATE

WEIGHTED_F_MEASURE

public static final EMulticlassMeasure WEIGHTED_F_MEASURE

WEIGHTED_PRECISION

public static final EMulticlassMeasure WEIGHTED_PRECISION

WEIGHTED_RECALL

public static final EMulticlassMeasure WEIGHTED_RECALL

WEIGHTED_TRUE_NEGATIVE_RATE

public static final EMulticlassMeasure WEIGHTED_TRUE_NEGATIVE_RATE

WEIGHTED_TRUE_POSITIVE_RATE

public static final EMulticlassMeasure WEIGHTED_TRUE_POSITIVE_RATE

Method Detail

values

public static EMulticlassMeasure[] 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 (EMulticlassMeasure c : EMulticlassMeasure.values())
    System.out.println(c);

Returns:

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

valueOf

public static EMulticlassMeasure valueOf(java.lang.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:

java.lang.IllegalArgumentException - if this enum type has no constant with the specified name

java.lang.NullPointerException - if the argument is null