Enum Class HybridModelAdapter.CombinationStrategy

java.lang.Object

java.lang.Enum<HybridModelAdapter.CombinationStrategy>

neqsim.process.integration.ml.HybridModelAdapter.CombinationStrategy

All Implemented Interfaces:

Serializable, Comparable<HybridModelAdapter.CombinationStrategy>, Constable

Enclosing class:

HybridModelAdapter

public static enum HybridModelAdapter.CombinationStrategy
extends Enum<HybridModelAdapter.CombinationStrategy>

Strategy for combining physics and ML predictions.

Version:

1.0

Author:

ESOL

Nested Class Summary

Nested classes/interfaces inherited from class Enum

Enum.EnumDesc<E>

Enum Constant Summary

Enum Constants

Enum Constant	Description
ADDITIVE	ML provides additive correction: y = y_physics + y_ml
MULTIPLICATIVE	ML provides multiplicative correction: y = y_physics * (1 + y_ml)
REPLACEMENT	ML provides replacement value when confident
WEIGHTED_AVERAGE	Weighted average based on confidence

Constructor Summary

Constructors

Modifier	Constructor	Description
private	CombinationStrategy()

Method Summary

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

Methods inherited from class Enum

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

Methods inherited from class Object

getClass, notify, notifyAll, wait, wait, wait

Enum Constant Details

ADDITIVE

public static final HybridModelAdapter.CombinationStrategy ADDITIVE

ML provides additive correction: y = y_physics + y_ml

MULTIPLICATIVE

public static final HybridModelAdapter.CombinationStrategy MULTIPLICATIVE

ML provides multiplicative correction: y = y_physics * (1 + y_ml)

REPLACEMENT

public static final HybridModelAdapter.CombinationStrategy REPLACEMENT

ML provides replacement value when confident

WEIGHTED_AVERAGE

public static final HybridModelAdapter.CombinationStrategy WEIGHTED_AVERAGE

Weighted average based on confidence

Constructor Details

CombinationStrategy

private CombinationStrategy()

Method Details

values

public static HybridModelAdapter.CombinationStrategy[] 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 HybridModelAdapter.CombinationStrategy 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