Package org.opensearch.ml.common.input.parameter.ad

Class AnomalyDetectionLibSVMParams

java.lang.Object

org.opensearch.ml.common.input.parameter.ad.AnomalyDetectionLibSVMParams

All Implemented Interfaces:

org.opensearch.core.common.io.stream.NamedWriteable, org.opensearch.core.common.io.stream.Writeable, org.opensearch.core.xcontent.ToXContent, org.opensearch.core.xcontent.ToXContentObject, MLAlgoParams

public class AnomalyDetectionLibSVMParams
extends Object
implements MLAlgoParams

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static enum	AnomalyDetectionLibSVMParams.ADKernelType
static class	AnomalyDetectionLibSVMParams.AnomalyDetectionLibSVMParamsBuilder

Nested classes/interfaces inherited from interface org.opensearch.core.xcontent.ToXContent

org.opensearch.core.xcontent.ToXContent.DelegatingMapParams, org.opensearch.core.xcontent.ToXContent.MapParams, org.opensearch.core.xcontent.ToXContent.Params

Nested classes/interfaces inherited from interface org.opensearch.core.common.io.stream.Writeable

org.opensearch.core.common.io.stream.Writeable.Reader<V>, org.opensearch.core.common.io.stream.Writeable.WriteableRegistry, org.opensearch.core.common.io.stream.Writeable.Writer<V>

Field Summary

Fields

Modifier and Type	Field	Description
static final String	COEFF_FIELD
static final String	COST_FIELD
static final String	DEGREE_FIELD
static final String	EPSILON_FIELD
static final String	GAMMA_FIELD
static final String	KERNEL_FIELD
static final String	NU_FIELD
static final String	PARSE_FIELD_NAME
static final org.opensearch.core.xcontent.NamedXContentRegistry.Entry	XCONTENT_REGISTRY

Fields inherited from interface org.opensearch.core.xcontent.ToXContent

EMPTY_PARAMS

Constructor Summary

Constructors

Constructor	Description
AnomalyDetectionLibSVMParams(org.opensearch.core.common.io.stream.StreamInput in)
AnomalyDetectionLibSVMParams(AnomalyDetectionLibSVMParams.ADKernelType kernelType, Double gamma, Double nu, Double cost, Double coeff, Double epsilon, Integer degree)

Method Summary

Modifier and Type	Method	Description
static AnomalyDetectionLibSVMParams.AnomalyDetectionLibSVMParamsBuilder	builder()
protected boolean	canEqual(Object other)
boolean	equals(Object o)
Double	getCoeff()
Double	getCost()
Integer	getDegree()
Double	getEpsilon()
Double	getGamma()
AnomalyDetectionLibSVMParams.ADKernelType	getKernelType()
Double	getNu()
int	getVersion()
String	getWriteableName()
int	hashCode()
static MLAlgoParams	parse(org.opensearch.core.xcontent.XContentParser parser)
void	setCoeff(Double coeff)
void	setCost(Double cost)
void	setDegree(Integer degree)
void	setEpsilon(Double epsilon)
void	setGamma(Double gamma)
void	setKernelType(AnomalyDetectionLibSVMParams.ADKernelType kernelType)
void	setNu(Double nu)
AnomalyDetectionLibSVMParams.AnomalyDetectionLibSVMParamsBuilder	toBuilder()
String	toString()
org.opensearch.core.xcontent.XContentBuilder	toXContent(org.opensearch.core.xcontent.XContentBuilder builder, org.opensearch.core.xcontent.ToXContent.Params params)
void	writeTo(org.opensearch.core.common.io.stream.StreamOutput out)

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface org.opensearch.core.xcontent.ToXContentObject

isFragment

Field Details

PARSE_FIELD_NAME

public static final String PARSE_FIELD_NAME

XCONTENT_REGISTRY

public static final org.opensearch.core.xcontent.NamedXContentRegistry.Entry XCONTENT_REGISTRY

KERNEL_FIELD

public static final String KERNEL_FIELD

See Also:

• Constant Field Values

GAMMA_FIELD

public static final String GAMMA_FIELD

See Also:

• Constant Field Values

NU_FIELD

public static final String NU_FIELD

See Also:

• Constant Field Values

COST_FIELD

public static final String COST_FIELD

See Also:

• Constant Field Values

COEFF_FIELD

public static final String COEFF_FIELD

See Also:

• Constant Field Values

EPSILON_FIELD

public static final String EPSILON_FIELD

See Also:

• Constant Field Values

DEGREE_FIELD

public static final String DEGREE_FIELD

See Also:

• Constant Field Values

Constructor Details

AnomalyDetectionLibSVMParams

public AnomalyDetectionLibSVMParams(AnomalyDetectionLibSVMParams.ADKernelType kernelType,
 Double gamma,
 Double nu,
 Double cost,
 Double coeff,
 Double epsilon,
 Integer degree)

AnomalyDetectionLibSVMParams

public AnomalyDetectionLibSVMParams(org.opensearch.core.common.io.stream.StreamInput in)
                             throws IOException

Throws:

IOException

Method Details

parse

public static MLAlgoParams parse(org.opensearch.core.xcontent.XContentParser parser)
                          throws IOException

Throws:

IOException

getWriteableName

public String getWriteableName()

Specified by:

getWriteableName in interface org.opensearch.core.common.io.stream.NamedWriteable

writeTo

public void writeTo(org.opensearch.core.common.io.stream.StreamOutput out)
             throws IOException

Specified by:

writeTo in interface org.opensearch.core.common.io.stream.Writeable

Throws:

IOException

toXContent

public org.opensearch.core.xcontent.XContentBuilder toXContent(org.opensearch.core.xcontent.XContentBuilder builder,
 org.opensearch.core.xcontent.ToXContent.Params params)
                                                        throws IOException

Specified by:

toXContent in interface org.opensearch.core.xcontent.ToXContent

Throws:

IOException

getVersion

public int getVersion()

Specified by:

getVersion in interface MLAlgoParams

builder

public static AnomalyDetectionLibSVMParams.AnomalyDetectionLibSVMParamsBuilder builder()

toBuilder

public AnomalyDetectionLibSVMParams.AnomalyDetectionLibSVMParamsBuilder toBuilder()

getKernelType

public AnomalyDetectionLibSVMParams.ADKernelType getKernelType()

getGamma

public Double getGamma()

getNu

public Double getNu()

getCost

public Double getCost()

getCoeff

public Double getCoeff()

getEpsilon

public Double getEpsilon()

getDegree

public Integer getDegree()

setKernelType

public void setKernelType(AnomalyDetectionLibSVMParams.ADKernelType kernelType)

setGamma

public void setGamma(Double gamma)

setNu

public void setNu(Double nu)

setCost

public void setCost(Double cost)

setCoeff

public void setCoeff(Double coeff)

setEpsilon

public void setEpsilon(Double epsilon)

setDegree

public void setDegree(Integer degree)

equals

public boolean equals(Object o)

Overrides:

equals in class Object

canEqual

protected boolean canEqual(Object other)

hashCode

public int hashCode()

Overrides:

hashCode in class Object

toString

public String toString()

Overrides:

toString in class Object