NeuralNetwork (weka-dev 3.7.12 API)

java.lang.Object
- weka.core.pmml.jaxbbindings.NeuralNetwork

public class NeuralNetwork
extends Object

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>

Constructor Summary

Constructors
Constructor and Description

NeuralNetwork()

Constructors
Constructor and Description
`NeuralNetwork()`

Method Summary

Methods
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<Object>`	`getContent()` Gets the rest of the content model.
`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.

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

- Constructor Detail
  - NeuralNetwork
```
public NeuralNetwork()
```
- Method Detail
  - getContent
```
public List<Object> 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 set method 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 ModelExplanation ModelStats Output NeuralLayer LocalTransformations Targets NeuralOutputs MiningSchema ModelVerification NeuralInputs Extension
  - getActivationFunction
```
public ACTIVATIONFUNCTION getActivationFunction()
```
    Gets the value of the activationFunction property.
    
    Returns:
    possible object is ACTIVATIONFUNCTION
  - setActivationFunction
```
public void setActivationFunction(ACTIVATIONFUNCTION value)
```
    Sets the value of the activationFunction property.
    
    Parameters:
    value - allowed object is ACTIVATIONFUNCTION
  - 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
  - getAltitude
```
public double getAltitude()
```
    Gets the value of the altitude property.
    
    Returns:
    possible object is Double
  - setAltitude
```
public void setAltitude(Double value)
```
    Sets the value of the altitude property.
    
    Parameters:
    value - allowed object is Double
  - getFunctionName
```
public MININGFUNCTION getFunctionName()
```
    Gets the value of the functionName property.
    
    Returns:
    possible object is MININGFUNCTION
  - setFunctionName
```
public void setFunctionName(MININGFUNCTION value)
```
    Sets the value of the functionName property.
    
    Parameters:
    value - allowed object is MININGFUNCTION
  - isIsScorable
```
public boolean isIsScorable()
```
    Gets the value of the isScorable property.
    
    Returns:
    possible object is Boolean
  - setIsScorable
```
public void setIsScorable(Boolean value)
```
    Sets the value of the isScorable property.
    
    Parameters:
    value - allowed object is Boolean
  - getModelName
```
public String getModelName()
```
    Gets the value of the modelName property.
    
    Returns:
    possible object is String
  - setModelName
```
public void setModelName(String value)
```
    Sets the value of the modelName property.
    
    Parameters:
    value - allowed object is String
  - getNormalizationMethod
```
public NNNORMALIZATIONMETHOD getNormalizationMethod()
```
    Gets the value of the normalizationMethod property.
    
    Returns:
    possible object is NNNORMALIZATIONMETHOD
  - setNormalizationMethod
```
public void setNormalizationMethod(NNNORMALIZATIONMETHOD value)
```
    Sets the value of the normalizationMethod property.
    
    Parameters:
    value - allowed object is NNNORMALIZATIONMETHOD
  - getNumberOfLayers
```
public BigInteger getNumberOfLayers()
```
    Gets the value of the numberOfLayers property.
    
    Returns:
    possible object is BigInteger
  - setNumberOfLayers
```
public void setNumberOfLayers(BigInteger value)
```
    Sets the value of the numberOfLayers property.
    
    Parameters:
    value - allowed object is BigInteger
  - 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
  - getWidth
```
public Double getWidth()
```
    Gets the value of the width property.
    
    Returns:
    possible object is Double
  - setWidth
```
public void setWidth(Double value)
```
    Sets the value of the width property.
    
    Parameters:
    value - allowed object is Double

Class NeuralNetwork

Constructor Summary

Method Summary

Methods inherited from class java.lang.Object

Constructor Detail

NeuralNetwork

Method Detail

getContent

getActivationFunction

setActivationFunction

getAlgorithmName

setAlgorithmName

getAltitude

setAltitude

getFunctionName

setFunctionName

isIsScorable

setIsScorable

getModelName

setModelName

getNormalizationMethod

setNormalizationMethod

getNumberOfLayers

setNumberOfLayers

getThreshold

setThreshold

getWidth

setWidth