public class NeuralNetwork extends Object implements Serializable
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_2}Extension" maxOccurs="unbounded" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_2}MiningSchema"/> <element ref="{http://www.dmg.org/PMML-4_2}Output" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_2}ModelStats" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_2}ModelExplanation" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_2}Targets" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_2}LocalTransformations" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_2}NeuralInputs"/> <element ref="{http://www.dmg.org/PMML-4_2}NeuralLayer" maxOccurs="unbounded"/> <element ref="{http://www.dmg.org/PMML-4_2}NeuralOutputs" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_2}ModelVerification" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_2}Extension" maxOccurs="unbounded" 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_2}MINING-FUNCTION" /> <attribute name="algorithmName" type="{http://www.w3.org/2001/XMLSchema}string" /> <attribute name="activationFunction" use="required" type="{http://www.dmg.org/PMML-4_2}ACTIVATION-FUNCTION" /> <attribute name="normalizationMethod" type="{http://www.dmg.org/PMML-4_2}NN-NORMALIZATION-METHOD" default="none" /> <attribute name="threshold" type="{http://www.dmg.org/PMML-4_2}REAL-NUMBER" default="0" /> <attribute name="width" type="{http://www.dmg.org/PMML-4_2}REAL-NUMBER" /> <attribute name="altitude" type="{http://www.dmg.org/PMML-4_2}REAL-NUMBER" default="1.0" /> <attribute name="numberOfLayers" type="{http://www.w3.org/2001/XMLSchema}nonNegativeInteger" /> <attribute name="isScorable" type="{http://www.w3.org/2001/XMLSchema}boolean" default="true" /> </restriction> </complexContent> </complexType>
Modifier and Type | Field and Description |
---|---|
protected ACTIVATIONFUNCTION |
activationFunction |
protected String |
algorithmName |
protected Double |
altitude |
protected List<Serializable> |
extensionsAndNeuralLayersAndNeuralInputs |
protected MININGFUNCTION |
functionName |
protected Boolean |
isScorable |
protected String |
modelName |
protected NNNORMALIZATIONMETHOD |
normalizationMethod |
protected BigInteger |
numberOfLayers |
protected Double |
threshold |
protected Double |
width |
Constructor and Description |
---|
NeuralNetwork() |
Modifier and Type | Method and Description |
---|---|
ACTIVATIONFUNCTION |
getActivationFunction()
Gets the value of the activationFunction property.
|
String |
getAlgorithmName()
Gets the value of the algorithmName property.
|
double |
getAltitude()
Gets the value of the altitude property.
|
List<Serializable> |
getExtensionsAndNeuralLayersAndNeuralInputs()
Gets the value of the extensionsAndNeuralLayersAndNeuralInputs property.
|
MININGFUNCTION |
getFunctionName()
Gets the value of the functionName property.
|
String |
getModelName()
Gets the value of the modelName property.
|
NNNORMALIZATIONMETHOD |
getNormalizationMethod()
Gets the value of the normalizationMethod property.
|
BigInteger |
getNumberOfLayers()
Gets the value of the numberOfLayers property.
|
double |
getThreshold()
Gets the value of the threshold property.
|
Double |
getWidth()
Gets the value of the width property.
|
boolean |
isIsScorable()
Gets the value of the isScorable property.
|
void |
setActivationFunction(ACTIVATIONFUNCTION value)
Sets the value of the activationFunction property.
|
void |
setAlgorithmName(String value)
Sets the value of the algorithmName property.
|
void |
setAltitude(Double value)
Sets the value of the altitude property.
|
void |
setFunctionName(MININGFUNCTION value)
Sets the value of the functionName property.
|
void |
setIsScorable(Boolean value)
Sets the value of the isScorable property.
|
void |
setModelName(String value)
Sets the value of the modelName property.
|
void |
setNormalizationMethod(NNNORMALIZATIONMETHOD value)
Sets the value of the normalizationMethod property.
|
void |
setNumberOfLayers(BigInteger value)
Sets the value of the numberOfLayers property.
|
void |
setThreshold(Double value)
Sets the value of the threshold property.
|
void |
setWidth(Double value)
Sets the value of the width property.
|
protected List<Serializable> extensionsAndNeuralLayersAndNeuralInputs
protected String modelName
protected MININGFUNCTION functionName
protected String algorithmName
protected ACTIVATIONFUNCTION activationFunction
protected NNNORMALIZATIONMETHOD normalizationMethod
protected Double threshold
protected Double width
protected Double altitude
protected BigInteger numberOfLayers
protected Boolean isScorable
public List<Serializable> getExtensionsAndNeuralLayersAndNeuralInputs()
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 extensionsAndNeuralLayersAndNeuralInputs property.
For example, to add a new item, do as follows:
getExtensionsAndNeuralLayersAndNeuralInputs().add(newItem);
Objects of the following type(s) are allowed in the list
Targets
NeuralOutputs
Output
ModelStats
LocalTransformations
ModelExplanation
NeuralLayer
Extension
MiningSchema
NeuralInputs
ModelVerification
public String getModelName()
String
public void setModelName(String value)
value
- allowed object is
String
public MININGFUNCTION getFunctionName()
MININGFUNCTION
public void setFunctionName(MININGFUNCTION value)
value
- allowed object is
MININGFUNCTION
public String getAlgorithmName()
String
public void setAlgorithmName(String value)
value
- allowed object is
String
public ACTIVATIONFUNCTION getActivationFunction()
ACTIVATIONFUNCTION
public void setActivationFunction(ACTIVATIONFUNCTION value)
value
- allowed object is
ACTIVATIONFUNCTION
public NNNORMALIZATIONMETHOD getNormalizationMethod()
NNNORMALIZATIONMETHOD
public void setNormalizationMethod(NNNORMALIZATIONMETHOD value)
value
- allowed object is
NNNORMALIZATIONMETHOD
public double getThreshold()
Double
public void setThreshold(Double value)
value
- allowed object is
Double
public Double getWidth()
Double
public void setWidth(Double value)
value
- allowed object is
Double
public double getAltitude()
Double
public void setAltitude(Double value)
value
- allowed object is
Double
public BigInteger getNumberOfLayers()
BigInteger
public void setNumberOfLayers(BigInteger value)
value
- allowed object is
BigInteger
public boolean isIsScorable()
Boolean
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