magpie.attributes.selectors

Enum ExhaustiveAttributeSelector.EvaluationMethod

java.lang.Object

java.lang.Enum<ExhaustiveAttributeSelector.EvaluationMethod>

magpie.attributes.selectors.ExhaustiveAttributeSelector.EvaluationMethod

All Implemented Interfaces:

java.io.Serializable, java.lang.Comparable<ExhaustiveAttributeSelector.EvaluationMethod>

Enclosing class:

ExhaustiveAttributeSelector

public static enum ExhaustiveAttributeSelector.EvaluationMethod
extends java.lang.Enum<ExhaustiveAttributeSelector.EvaluationMethod>

List of methods used to evaluate model performance

Enum Constant Summary

Enum Constants

Enum Constant and Description
KFOLD_CROSSVALIDATION Use k-fold cross-validation
RANDOMSPLIT_CROSSVALIDATION Use a number of random train/test splits
TRAINING Use the performance on the training set

Method Summary

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

TRAINING

public static final ExhaustiveAttributeSelector.EvaluationMethod TRAINING

Use the performance on the training set

KFOLD_CROSSVALIDATION

public static final ExhaustiveAttributeSelector.EvaluationMethod KFOLD_CROSSVALIDATION

Use k-fold cross-validation

RANDOMSPLIT_CROSSVALIDATION

public static final ExhaustiveAttributeSelector.EvaluationMethod RANDOMSPLIT_CROSSVALIDATION

Use a number of random train/test splits

Method Detail

values

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

Returns:

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

valueOf

public static ExhaustiveAttributeSelector.EvaluationMethod 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