SupportVectorMachineModel (JPMML model 1.0.12 API)

java.lang.Object
- org.dmg.pmml.PMMLObject
- - org.dmg.pmml.Model
  - - org.dmg.pmml.SupportVectorMachineModel

All Implemented Interfaces:: com.sun.xml.bind.Locatable, Serializable

public class SupportVectorMachineModel
extends Model
implements com.sun.xml.bind.Locatable

Java class for anonymous complex type.

The following schema fragment specifies the expected content contained within this class.

 <complexType>
   <complexContent>
     <restriction base="{http://www.w3.org/2001/XMLSchema}anyType">
       <sequence>
         <element ref="{http://www.dmg.org/PMML-4_1}Extension" maxOccurs="unbounded" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_1}MiningSchema"/>
         <element ref="{http://www.dmg.org/PMML-4_1}Output" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_1}ModelStats" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_1}ModelExplanation" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_1}Targets" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_1}LocalTransformations" minOccurs="0"/>
         <sequence>
           <choice>
             <element ref="{http://www.dmg.org/PMML-4_1}LinearKernelType"/>
             <element ref="{http://www.dmg.org/PMML-4_1}PolynomialKernelType"/>
             <element ref="{http://www.dmg.org/PMML-4_1}RadialBasisKernelType"/>
             <element ref="{http://www.dmg.org/PMML-4_1}SigmoidKernelType"/>
           </choice>
         </sequence>
         <element ref="{http://www.dmg.org/PMML-4_1}VectorDictionary"/>
         <element ref="{http://www.dmg.org/PMML-4_1}SupportVectorMachine" maxOccurs="unbounded"/>
         <element ref="{http://www.dmg.org/PMML-4_1}ModelVerification" minOccurs="0"/>
       </sequence>
       <attribute name="modelName" type="{http://www.w3.org/2001/XMLSchema}string" />
       <attribute name="functionName" use="required" type="{http://www.dmg.org/PMML-4_1}MINING-FUNCTION" />
       <attribute name="algorithmName" type="{http://www.w3.org/2001/XMLSchema}string" />
       <attribute name="threshold" type="{http://www.dmg.org/PMML-4_1}REAL-NUMBER" default="0" />
       <attribute name="svmRepresentation" type="{http://www.dmg.org/PMML-4_1}SVM-REPRESENTATION" default="SupportVectors" />
       <attribute name="classificationMethod" type="{http://www.dmg.org/PMML-4_1}SVM-CLASSIFICATION-METHOD" default="OneAgainstAll" />
       <attribute name="isScorable" type="{http://www.w3.org/2001/XMLSchema}boolean" default="true" />
     </restriction>
   </complexContent>
 </complexType>

See Also:: Serialized Form

Field Summary

Fields
Modifier and Type	Field and Description
`protected String`	`algorithmName`
`protected SvmClassificationMethodType`	`classificationMethod`
`protected List<Extension>`	`extensions`
`protected MiningFunctionType`	`functionName`
`protected LinearKernelType`	`linearKernelType`
`protected LocalTransformations`	`localTransformations`
`protected Locator`	`locator`
`protected MiningSchema`	`miningSchema`
`protected ModelExplanation`	`modelExplanation`
`protected String`	`modelName`
`protected ModelStats`	`modelStats`
`protected ModelVerification`	`modelVerification`
`protected Output`	`output`
`protected PolynomialKernelType`	`polynomialKernelType`
`protected RadialBasisKernelType`	`radialBasisKernelType`
`protected Boolean`	`scorable`
`protected SigmoidKernelType`	`sigmoidKernelType`
`protected List<SupportVectorMachine>`	`supportVectorMachines`
`protected SvmRepresentationType`	`svmRepresentation`
`protected Targets`	`targets`
`protected Double`	`threshold`
`protected VectorDictionary`	`vectorDictionary`

Constructor Summary

Constructors
Constructor and Description
`SupportVectorMachineModel()` Deprecated.
`SupportVectorMachineModel(MiningSchema miningSchema, VectorDictionary vectorDictionary, MiningFunctionType functionName)`

Method Summary

Methods
Modifier and Type	Method and Description
`String`	`getAlgorithmName()` Gets the value of the algorithmName property.
`SvmClassificationMethodType`	`getClassificationMethod()` Gets the value of the classificationMethod property.
`List<Extension>`	`getExtensions()` Gets the value of the extensions property.
`MiningFunctionType`	`getFunctionName()` Gets the value of the functionName property.
`LinearKernelType`	`getLinearKernelType()` Gets the value of the linearKernelType property.
`LocalTransformations`	`getLocalTransformations()` Gets the value of the localTransformations property.
`MiningSchema`	`getMiningSchema()` Gets the value of the miningSchema property.
`ModelExplanation`	`getModelExplanation()` Gets the value of the modelExplanation property.
`String`	`getModelName()` Gets the value of the modelName property.
`ModelStats`	`getModelStats()` Gets the value of the modelStats property.
`ModelVerification`	`getModelVerification()` Gets the value of the modelVerification property.
`Output`	`getOutput()` Gets the value of the output property.
`PolynomialKernelType`	`getPolynomialKernelType()` Gets the value of the polynomialKernelType property.
`RadialBasisKernelType`	`getRadialBasisKernelType()` Gets the value of the radialBasisKernelType property.
`SigmoidKernelType`	`getSigmoidKernelType()` Gets the value of the sigmoidKernelType property.
`List<SupportVectorMachine>`	`getSupportVectorMachines()` Gets the value of the supportVectorMachines property.
`SvmRepresentationType`	`getSvmRepresentation()` Gets the value of the svmRepresentation property.
`Targets`	`getTargets()` Gets the value of the targets property.
`double`	`getThreshold()` Gets the value of the threshold property.
`VectorDictionary`	`getVectorDictionary()` Gets the value of the vectorDictionary property.
`boolean`	`isScorable()` Gets the value of the scorable property.
`void`	`setAlgorithmName(String value)` Sets the value of the algorithmName property.
`void`	`setClassificationMethod(SvmClassificationMethodType value)` Sets the value of the classificationMethod property.
`void`	`setFunctionName(MiningFunctionType value)` Sets the value of the functionName property.
`void`	`setLinearKernelType(LinearKernelType value)` Sets the value of the linearKernelType property.
`void`	`setLocalTransformations(LocalTransformations value)` Sets the value of the localTransformations property.
`void`	`setMiningSchema(MiningSchema value)` Sets the value of the miningSchema property.
`void`	`setModelExplanation(ModelExplanation value)` Sets the value of the modelExplanation property.
`void`	`setModelName(String value)` Sets the value of the modelName property.
`void`	`setModelStats(ModelStats value)` Sets the value of the modelStats property.
`void`	`setModelVerification(ModelVerification value)` Sets the value of the modelVerification property.
`void`	`setOutput(Output value)` Sets the value of the output property.
`void`	`setPolynomialKernelType(PolynomialKernelType value)` Sets the value of the polynomialKernelType property.
`void`	`setRadialBasisKernelType(RadialBasisKernelType value)` Sets the value of the radialBasisKernelType property.
`void`	`setScorable(Boolean value)` Sets the value of the scorable property.
`void`	`setSigmoidKernelType(SigmoidKernelType value)` Sets the value of the sigmoidKernelType property.
`void`	`setSourceLocation(Locator newLocator)`
`void`	`setSvmRepresentation(SvmRepresentationType value)` Sets the value of the svmRepresentation property.
`void`	`setTargets(Targets value)` Sets the value of the targets property.
`void`	`setThreshold(Double value)` Sets the value of the threshold property.
`void`	`setVectorDictionary(VectorDictionary value)` Sets the value of the vectorDictionary property.
`Locator`	`sourceLocation()`

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

- Field Detail
  - extensions
```
protected List<Extension> extensions
```
  - miningSchema
```
protected MiningSchema miningSchema
```
  - output
```
protected Output output
```
  - modelStats
```
protected ModelStats modelStats
```
  - modelExplanation
```
protected ModelExplanation modelExplanation
```
  - targets
```
protected Targets targets
```
  - localTransformations
```
protected LocalTransformations localTransformations
```
  - linearKernelType
```
protected LinearKernelType linearKernelType
```
  - polynomialKernelType
```
protected PolynomialKernelType polynomialKernelType
```
  - radialBasisKernelType
```
protected RadialBasisKernelType radialBasisKernelType
```
  - sigmoidKernelType
```
protected SigmoidKernelType sigmoidKernelType
```
  - vectorDictionary
```
protected VectorDictionary vectorDictionary
```
  - supportVectorMachines
```
protected List<SupportVectorMachine> supportVectorMachines
```
  - modelVerification
```
protected ModelVerification modelVerification
```
  - modelName
```
protected String modelName
```
  - functionName
```
protected MiningFunctionType functionName
```
  - algorithmName
```
protected String algorithmName
```
  - threshold
```
protected Double threshold
```
  - svmRepresentation
```
protected SvmRepresentationType svmRepresentation
```
  - classificationMethod
```
protected SvmClassificationMethodType classificationMethod
```
  - scorable
```
protected Boolean scorable
```
  - locator
```
protected Locator locator
```
- Constructor Detail
  - SupportVectorMachineModel
```
@Deprecated
public SupportVectorMachineModel()
```
    Deprecated.
  - SupportVectorMachineModel
```
public SupportVectorMachineModel(MiningSchema miningSchema,
                         VectorDictionary vectorDictionary,
                         MiningFunctionType functionName)
```
- Method Detail
  - getExtensions
```
public List<Extension> getExtensions()
```
    Gets the value of the extensions property.
    This accessor method returns a reference to the live list, not a snapshot. Therefore any modification you make to the returned list will be present inside the JAXB object. This is why there is not a set method for the extensions property.
    For example, to add a new item, do as follows:
```
    getExtensions().add(newItem);
 
```
    Objects of the following type(s) are allowed in the list Extension
  - getMiningSchema
```
public MiningSchema getMiningSchema()
```
    Gets the value of the miningSchema property.
    
    Specified by:
    
    getMiningSchema in class Model
    
    Returns:
    possible object is MiningSchema
  - setMiningSchema
```
public void setMiningSchema(MiningSchema value)
```
    Sets the value of the miningSchema property.
    
    Specified by:
    
    setMiningSchema in class Model
    
    Parameters:
    value - allowed object is MiningSchema
  - getOutput
```
public Output getOutput()
```
    Gets the value of the output property.
    
    Specified by:
    
    getOutput in class Model
    
    Returns:
    possible object is Output
  - setOutput
```
public void setOutput(Output value)
```
    Sets the value of the output property.
    
    Specified by:
    
    setOutput in class Model
    
    Parameters:
    value - allowed object is Output
  - getModelStats
```
public ModelStats getModelStats()
```
    Gets the value of the modelStats property.
    
    Specified by:
    
    getModelStats in class Model
    
    Returns:
    possible object is ModelStats
  - setModelStats
```
public void setModelStats(ModelStats value)
```
    Sets the value of the modelStats property.
    
    Specified by:
    
    setModelStats in class Model
    
    Parameters:
    value - allowed object is ModelStats
  - getModelExplanation
```
public ModelExplanation getModelExplanation()
```
    Gets the value of the modelExplanation property.
    
    Returns:
    possible object is ModelExplanation
  - setModelExplanation
```
public void setModelExplanation(ModelExplanation value)
```
    Sets the value of the modelExplanation property.
    
    Parameters:
    value - allowed object is ModelExplanation
  - getTargets
```
public Targets getTargets()
```
    Gets the value of the targets property.
    
    Specified by:
    
    getTargets in class Model
    
    Returns:
    possible object is Targets
  - setTargets
```
public void setTargets(Targets value)
```
    Sets the value of the targets property.
    
    Specified by:
    
    setTargets in class Model
    
    Parameters:
    value - allowed object is Targets
  - getLocalTransformations
```
public LocalTransformations getLocalTransformations()
```
    Gets the value of the localTransformations property.
    
    Specified by:
    
    getLocalTransformations in class Model
    
    Returns:
    possible object is LocalTransformations
  - setLocalTransformations
```
public void setLocalTransformations(LocalTransformations value)
```
    Sets the value of the localTransformations property.
    
    Specified by:
    
    setLocalTransformations in class Model
    
    Parameters:
    value - allowed object is LocalTransformations
  - getLinearKernelType
```
public LinearKernelType getLinearKernelType()
```
    Gets the value of the linearKernelType property.
    
    Returns:
    possible object is LinearKernelType
  - setLinearKernelType
```
public void setLinearKernelType(LinearKernelType value)
```
    Sets the value of the linearKernelType property.
    
    Parameters:
    value - allowed object is LinearKernelType
  - getPolynomialKernelType
```
public PolynomialKernelType getPolynomialKernelType()
```
    Gets the value of the polynomialKernelType property.
    
    Returns:
    possible object is PolynomialKernelType
  - setPolynomialKernelType
```
public void setPolynomialKernelType(PolynomialKernelType value)
```
    Sets the value of the polynomialKernelType property.
    
    Parameters:
    value - allowed object is PolynomialKernelType
  - getRadialBasisKernelType
```
public RadialBasisKernelType getRadialBasisKernelType()
```
    Gets the value of the radialBasisKernelType property.
    
    Returns:
    possible object is RadialBasisKernelType
  - setRadialBasisKernelType
```
public void setRadialBasisKernelType(RadialBasisKernelType value)
```
    Sets the value of the radialBasisKernelType property.
    
    Parameters:
    value - allowed object is RadialBasisKernelType
  - getSigmoidKernelType
```
public SigmoidKernelType getSigmoidKernelType()
```
    Gets the value of the sigmoidKernelType property.
    
    Returns:
    possible object is SigmoidKernelType
  - setSigmoidKernelType
```
public void setSigmoidKernelType(SigmoidKernelType value)
```
    Sets the value of the sigmoidKernelType property.
    
    Parameters:
    value - allowed object is SigmoidKernelType
  - getVectorDictionary
```
public VectorDictionary getVectorDictionary()
```
    Gets the value of the vectorDictionary property.
    
    Returns:
    possible object is VectorDictionary
  - setVectorDictionary
```
public void setVectorDictionary(VectorDictionary value)
```
    Sets the value of the vectorDictionary property.
    
    Parameters:
    value - allowed object is VectorDictionary
  - getSupportVectorMachines
```
public List<SupportVectorMachine> getSupportVectorMachines()
```
    Gets the value of the supportVectorMachines property.
    This accessor method returns a reference to the live list, not a snapshot. Therefore any modification you make to the returned list will be present inside the JAXB object. This is why there is not a set method for the supportVectorMachines property.
    For example, to add a new item, do as follows:
```
    getSupportVectorMachines().add(newItem);
 
```
    Objects of the following type(s) are allowed in the list SupportVectorMachine
  - getModelVerification
```
public ModelVerification getModelVerification()
```
    Gets the value of the modelVerification property.
    
    Returns:
    possible object is ModelVerification
  - setModelVerification
```
public void setModelVerification(ModelVerification value)
```
    Sets the value of the modelVerification property.
    
    Parameters:
    value - allowed object is ModelVerification
  - getModelName
```
public String getModelName()
```
    Gets the value of the modelName property.
    
    Specified by:
    
    getModelName in class Model
    
    Returns:
    possible object is String
  - setModelName
```
public void setModelName(String value)
```
    Sets the value of the modelName property.
    
    Specified by:
    
    setModelName in class Model
    
    Parameters:
    value - allowed object is String
  - getFunctionName
```
public MiningFunctionType getFunctionName()
```
    Gets the value of the functionName property.
    
    Specified by:
    
    getFunctionName in class Model
    
    Returns:
    possible object is MiningFunctionType
  - setFunctionName
```
public void setFunctionName(MiningFunctionType value)
```
    Sets the value of the functionName property.
    
    Specified by:
    
    setFunctionName in class Model
    
    Parameters:
    value - allowed object is MiningFunctionType
  - getAlgorithmName
```
public String getAlgorithmName()
```
    Gets the value of the algorithmName property.
    
    Returns:
    possible object is String
  - setAlgorithmName
```
public void setAlgorithmName(String value)
```
    Sets the value of the algorithmName property.
    
    Parameters:
    value - allowed object is String
  - getThreshold
```
public double getThreshold()
```
    Gets the value of the threshold property.
    
    Returns:
    possible object is Double
  - setThreshold
```
public void setThreshold(Double value)
```
    Sets the value of the threshold property.
    
    Parameters:
    value - allowed object is Double
  - getSvmRepresentation
```
public SvmRepresentationType getSvmRepresentation()
```
    Gets the value of the svmRepresentation property.
    
    Returns:
    possible object is SvmRepresentationType
  - setSvmRepresentation
```
public void setSvmRepresentation(SvmRepresentationType value)
```
    Sets the value of the svmRepresentation property.
    
    Parameters:
    value - allowed object is SvmRepresentationType
  - getClassificationMethod
```
public SvmClassificationMethodType getClassificationMethod()
```
    Gets the value of the classificationMethod property.
    
    Returns:
    possible object is SvmClassificationMethodType
  - setClassificationMethod
```
public void setClassificationMethod(SvmClassificationMethodType value)
```
    Sets the value of the classificationMethod property.
    
    Parameters:
    value - allowed object is SvmClassificationMethodType
  - isScorable
```
public boolean isScorable()
```
    Gets the value of the scorable property.
    
    Specified by:
    
    isScorable in class Model
    
    Returns:
    possible object is Boolean
  - setScorable
```
public void setScorable(Boolean value)
```
    Sets the value of the scorable property.
    
    Specified by:
    
    setScorable in class Model
    
    Parameters:
    value - allowed object is Boolean
  - sourceLocation
```
public Locator sourceLocation()
```
    Specified by:
    
    sourceLocation in interface com.sun.xml.bind.Locatable
    
    Specified by:
    
    sourceLocation in class PMMLObject
  - setSourceLocation
```
public void setSourceLocation(Locator newLocator)
```
    Specified by:
    
    setSourceLocation in class PMMLObject

Class SupportVectorMachineModel

Field Summary

Constructor Summary

Method Summary

Methods inherited from class java.lang.Object

Field Detail

extensions

miningSchema

output

modelStats

modelExplanation

targets

localTransformations

linearKernelType

polynomialKernelType

radialBasisKernelType

sigmoidKernelType

vectorDictionary

supportVectorMachines

modelVerification

modelName

functionName

algorithmName

threshold

svmRepresentation

classificationMethod

scorable

locator

Constructor Detail

SupportVectorMachineModel

SupportVectorMachineModel

Method Detail

getExtensions

getMiningSchema

setMiningSchema

getOutput

setOutput

getModelStats

setModelStats

getModelExplanation

setModelExplanation

getTargets

setTargets

getLocalTransformations

setLocalTransformations

getLinearKernelType

setLinearKernelType

getPolynomialKernelType

setPolynomialKernelType

getRadialBasisKernelType

setRadialBasisKernelType

getSigmoidKernelType

setSigmoidKernelType

getVectorDictionary

setVectorDictionary

getSupportVectorMachines

getModelVerification

setModelVerification

getModelName

setModelName

getFunctionName

setFunctionName

getAlgorithmName

setAlgorithmName

getThreshold

setThreshold

getSvmRepresentation

setSvmRepresentation

getClassificationMethod

setClassificationMethod

isScorable

setScorable

sourceLocation

setSourceLocation