io.improbable.keanu.model.regression

Enum RegressionRegularization

java.lang.Object

java.lang.Enum<RegressionRegularization>

io.improbable.keanu.model.regression.RegressionRegularization

All Implemented Interfaces:

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

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

Enum Constant Summary

Enum Constants

Enum Constant and Description
LASSO
NONE
RIDGE

Method Summary

Modifier and Type	Method and Description
abstract <INPUT,OUTPUT> ModelFitter<INPUT,OUTPUT>	createFitterForGraph(ModelGraph<INPUT,OUTPUT> graph)
abstract DoubleVertex	getInterceptVertex(java.lang.Double priorOnInterceptMean, java.lang.Double priorOnInterceptScaleParameter)
abstract DoubleVertex	getWeightsVertex(long featureCount, double[] priorOnWeightsMeans, double[] priorOnInterceptScaleParameter)
static RegressionRegularization	valueOf(java.lang.String name) Returns the enum constant of this type with the specified name.
static RegressionRegularization[]	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

NONE

public static final RegressionRegularization NONE

LASSO

public static final RegressionRegularization LASSO

RIDGE

public static final RegressionRegularization RIDGE

Method Detail

values

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

Returns:

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

valueOf

public static RegressionRegularization 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

getWeightsVertex

public abstract DoubleVertex getWeightsVertex(long featureCount,
                                              double[] priorOnWeightsMeans,
                                              double[] priorOnInterceptScaleParameter)

getInterceptVertex

public abstract DoubleVertex getInterceptVertex(java.lang.Double priorOnInterceptMean,
                                                java.lang.Double priorOnInterceptScaleParameter)

createFitterForGraph

public abstract <INPUT,OUTPUT> ModelFitter<INPUT,OUTPUT> createFitterForGraph(ModelGraph<INPUT,OUTPUT> graph)