Class NeuralNetwork
Java class for NeuralNetwork element declaration.
The following schema fragment specifies the expected content contained within this class.
<element name="NeuralNetwork">
<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"/>
<element ref="{http://www.dmg.org/PMML-4_1}NeuralInputs"/>
<element ref="{http://www.dmg.org/PMML-4_1}NeuralLayer" maxOccurs="unbounded"/>
<element ref="{http://www.dmg.org/PMML-4_1}NeuralOutputs" minOccurs="0"/>
<element ref="{http://www.dmg.org/PMML-4_1}ModelVerification" minOccurs="0"/>
<element ref="{http://www.dmg.org/PMML-4_1}Extension" maxOccurs="unbounded" minOccurs="0"/>
</sequence>
<attribute name="activationFunction" use="required" type="{http://www.dmg.org/PMML-4_1}ACTIVATION-FUNCTION" />
<attribute name="algorithmName" type="{http://www.w3.org/2001/XMLSchema}string" />
<attribute name="altitude" type="{http://www.dmg.org/PMML-4_1}REAL-NUMBER" default="1.0" />
<attribute name="functionName" use="required" type="{http://www.dmg.org/PMML-4_1}MINING-FUNCTION" />
<attribute name="isScorable" type="{http://www.w3.org/2001/XMLSchema}boolean" default="true" />
<attribute name="modelName" type="{http://www.w3.org/2001/XMLSchema}string" />
<attribute name="normalizationMethod" type="{http://www.dmg.org/PMML-4_1}NN-NORMALIZATION-METHOD" default="none" />
<attribute name="numberOfLayers" type="{http://www.w3.org/2001/XMLSchema}nonNegativeInteger" />
<attribute name="threshold" type="{http://www.dmg.org/PMML-4_1}REAL-NUMBER" default="0" />
<attribute name="width" type="{http://www.dmg.org/PMML-4_1}REAL-NUMBER" />
</restriction>
</complexContent>
</complexType>
</element>
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Constructor Summary
Constructors -
Method Summary
Modifier and TypeMethodDescriptionGets the value of the activationFunction property.Gets the value of the algorithmName property.doubleGets the value of the altitude property.Gets the rest of the content model.Gets the value of the functionName property.Gets the value of the modelName property.Gets the value of the normalizationMethod property.Gets the value of the numberOfLayers property.doubleGets the value of the threshold property.getWidth()Gets the value of the width property.booleanGets the value of the isScorable property.voidSets the value of the activationFunction property.voidsetAlgorithmName(String value) Sets the value of the algorithmName property.voidsetAltitude(Double value) Sets the value of the altitude property.voidsetFunctionName(MININGFUNCTION value) Sets the value of the functionName property.voidsetIsScorable(Boolean value) Sets the value of the isScorable property.voidsetModelName(String value) Sets the value of the modelName property.voidSets the value of the normalizationMethod property.voidsetNumberOfLayers(BigInteger value) Sets the value of the numberOfLayers property.voidsetThreshold(Double value) Sets the value of the threshold property.voidSets the value of the width property.
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Constructor Details
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NeuralNetwork
public NeuralNetwork()
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Method Details
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getContent
Gets the rest of the content model.You are getting this "catch-all" property because of the following reason: The field name "Extension" is used by two different parts of a schema. See: line 3183 of file:/home/david/workspace/weka/pmml-4-1.xsd line 3172 of file:/home/david/workspace/weka/pmml-4-1.xsd
To get rid of this property, apply a property customization to one of both of the following declarations to change their names: Gets the value of the content 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
setmethod for the content property.For example, to add a new item, do as follows:
getContent().add(newItem);Objects of the following type(s) are allowed in the list
ModelExplanationModelStatsOutputNeuralLayerLocalTransformationsTargetsNeuralOutputsMiningSchemaModelVerificationNeuralInputsExtension -
getActivationFunction
Gets the value of the activationFunction property.- Returns:
- possible object is
ACTIVATIONFUNCTION
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setActivationFunction
Sets the value of the activationFunction property.- Parameters:
value- allowed object isACTIVATIONFUNCTION
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getAlgorithmName
Gets the value of the algorithmName property.- Returns:
- possible object is
String
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setAlgorithmName
Sets the value of the algorithmName property.- Parameters:
value- allowed object isString
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getAltitude
public double getAltitude()Gets the value of the altitude property.- Returns:
- possible object is
Double
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setAltitude
Sets the value of the altitude property.- Parameters:
value- allowed object isDouble
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getFunctionName
Gets the value of the functionName property.- Returns:
- possible object is
MININGFUNCTION
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setFunctionName
Sets the value of the functionName property.- Parameters:
value- allowed object isMININGFUNCTION
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isIsScorable
public boolean isIsScorable()Gets the value of the isScorable property.- Returns:
- possible object is
Boolean
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setIsScorable
Sets the value of the isScorable property.- Parameters:
value- allowed object isBoolean
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getModelName
Gets the value of the modelName property.- Returns:
- possible object is
String
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setModelName
Sets the value of the modelName property.- Parameters:
value- allowed object isString
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getNormalizationMethod
Gets the value of the normalizationMethod property.- Returns:
- possible object is
NNNORMALIZATIONMETHOD
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setNormalizationMethod
Sets the value of the normalizationMethod property.- Parameters:
value- allowed object isNNNORMALIZATIONMETHOD
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getNumberOfLayers
Gets the value of the numberOfLayers property.- Returns:
- possible object is
BigInteger
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setNumberOfLayers
Sets the value of the numberOfLayers property.- Parameters:
value- allowed object isBigInteger
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getThreshold
public double getThreshold()Gets the value of the threshold property.- Returns:
- possible object is
Double
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setThreshold
Sets the value of the threshold property.- Parameters:
value- allowed object isDouble
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getWidth
Gets the value of the width property.- Returns:
- possible object is
Double
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setWidth
Sets the value of the width property.- Parameters:
value- allowed object isDouble
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