neuralnetwork.java

一个数据挖掘软件ALPHAMINERR的整个过程的JAVA版源代码

/**
 * This file is generated by BorlandXML.
 */

package com.prudsys.pdm.Adapters.PmmlVersion20;

import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collection;
import java.util.Collections;
import java.util.Iterator;
import java.util.List;

/**
 * The NeuralNetwork class represents the element "NeuralNetwork" with the content
 * model defined as follows:
 * <p>
 * &lt;!ELEMENT NeuralNetwork (Extension*,MiningSchema,ModelStats?,NeuralInputs,NeuralLayer+,NeuralOutputs?,Extension*)&gt;<br>
 */
public class NeuralNetwork extends com.borland.xml.toolkit.XmlObject 
{
	/** xml tag name of this element. */
	public static String _tagName = "NeuralNetwork";
	/** Defines a threshold attribute */
	public com.borland.xml.toolkit.Attribute threshold = new com.borland.xml.toolkit.Attribute("threshold", "CDATA", "IMPLIED", "");
	/** Defines a modelName attribute */
	public com.borland.xml.toolkit.Attribute modelName = new com.borland.xml.toolkit.Attribute("modelName", "CDATA", "IMPLIED", "");
	/** Defines a algorithmName attribute */
	public com.borland.xml.toolkit.Attribute algorithmName = new com.borland.xml.toolkit.Attribute("algorithmName", "CDATA", "IMPLIED", "");
	/** Defines a functionName attribute */
	public com.borland.xml.toolkit.Attribute functionName = new com.borland.xml.toolkit.Attribute("functionName", "(associationRules | sequences | classification | regression | clustering)", "REQUIRED", "");
	/** Defines a activationFunction attribute */
	public com.borland.xml.toolkit.Attribute activationFunction = new com.borland.xml.toolkit.Attribute("activationFunction", "(threshold | logistic | tanh | identity | softmax)", "REQUIRED", "");
	/** Defines a list of Extension objects. */
	protected ArrayList _objExtension = new ArrayList();
	/** Defines a MiningSchema object */
	protected MiningSchema _objMiningSchema;
	/** Defines a ModelStats object */
	protected ModelStats _objModelStats;
	/** Defines a NeuralInputs object */
	protected NeuralInputs _objNeuralInputs;
	/** Defines a list of NeuralLayer objects. */
	protected ArrayList _objNeuralLayer = new ArrayList();
	/** Defines a NeuralOutputs object */
	protected NeuralOutputs _objNeuralOutputs;
	/** Defines a list of Extension objects. */
	protected ArrayList _objExtension1 = new ArrayList();

	/**
	 * Creates an empty NeuralNetwork object
	 */
	public NeuralNetwork()
	{
		super();
	}

	/**
	 * Gets the value of "threshold" attribute.
	 */
	public String getThreshold()
	{
		return threshold.getValue();
	}

	/**
	 * Replaces the existing attribute value with a new value.
	 * @param value	New value.
	 */
	public void setThreshold(String value_)
	{
		threshold.setValue(value_ );
	}

	/**
	 * Gets the value of "modelName" attribute.
	 */
	public String getModelName()
	{
		return modelName.getValue();
	}

	/**
	 * Replaces the existing attribute value with a new value.
	 * @param value	New value.
	 */
	public void setModelName(String value_)
	{
		modelName.setValue(value_ );
	}

	/**
	 * Gets the value of "algorithmName" attribute.
	 */
	public String getAlgorithmName()
	{
		return algorithmName.getValue();
	}

	/**
	 * Replaces the existing attribute value with a new value.
	 * @param value	New value.
	 */
	public void setAlgorithmName(String value_)
	{
		algorithmName.setValue(value_ );
	}

	/**
	 * Gets the value of "functionName" attribute.
	 */
	public String getFunctionName()
	{
		return functionName.getValue();
	}

	/**
	 * Replaces the existing attribute value with a new value.
	 * @param value	New value.
	 */
	public void setFunctionName(String value_)
	{
		functionName.setValue(value_ );
	}

	/**
	 * Gets the value of "activationFunction" attribute.
	 */
	public String getActivationFunction()
	{
		return activationFunction.getValue();
	}

	/**
	 * Replaces the existing attribute value with a new value.
	 * @param value	New value.
	 */
	public void setActivationFunction(String value_)
	{
		activationFunction.setValue(value_ );
	}

	/**
	 * Returns an array of Extension objects. The length of the returned
	 * array is zero if the list of Extension object is empty.
	 */
	public Extension[] getExtension()
	{
		return (Extension[])_objExtension.toArray(new Extension[0]);
	}

	/**
	 * Replaces all existing Extension objects with a new array of
	 * Extension objects.
	 * @param objArray	an array of Extension objects.
	 */
	public void setExtension(Extension[] objArray)
	{
		if( objArray == null || objArray.length == 0 )
			this._objExtension.clear();
		else
		{
			this._objExtension = new ArrayList(Arrays.asList(objArray));
			for( int i=0; i<objArray.length; i++ )
			{
				if( objArray[i] != null )
					objArray[i]._setParent(this);
			}
		}
	}

	/**
	 * Gets the Extension object at the specified index.
	 * @param index	index of the returned object.
	 * @throws IndexOutOfBoundsException	if index is out of range.
	 */
	public Extension getExtension(int index)
	{
		return (Extension)_objExtension.get(index);
	}

	/**
	 * Replaces an existing Extension object at the specified index with
	 * a new Extension object.
	 * @param index	index of replaced object.
	 * @throws IndexOutOfBoundsException	if index is out of range.
	 */
	public void setExtension(int index, Extension obj)
	{
		if( obj == null )
			removeExtension(index);
		else
		{
			_objExtension.set(index, obj);
			obj._setParent(this);
		}
	}

	/**
	 * Returns the number of Extension objects in the list.
	 */
	public int getExtensionCount()
	{
		return _objExtension.size();
	}

	/**
	 * Returns <code>true</code> if there is no Extension object in the list; otherwise,
	 * the method returns <code>false</code>.
	 */
	public boolean isNoExtension()
	{
		return _objExtension.size() == 0;
	}

	/**
	 * Returns a read-only list of Extension objects.
	 */
	public List getExtensionList()
	{
		return Collections.unmodifiableList(_objExtension);
	}

	/**
	 * Adds a new Extension object at the end of the list.
	 * @return <code>true</code> if the new object is added to the list; otherwise,
	 * the method returns <code>false</code>.
	 */
	public boolean addExtension(Extension obj)
	{
		if( obj==null )
			return false;

		obj._setParent(this);
		return _objExtension.add(obj);
	}

	/**
	 * Adds a list of new Extension objects at the end of the list.
	 * @return <code>true</code> if the list was changed; otherwise, the method
	 * returns <code>false</code>.
	 */
	public boolean addExtension(Collection coExtension)
	{
		if( coExtension==null )
			return false;

		java.util.Iterator it = coExtension.iterator();
		while( it.hasNext() )
		{
			Object obj = it.next();
			if( obj != null && obj instanceof com.borland.xml.toolkit.XmlObject )
				((com.borland.xml.toolkit.XmlObject)obj)._setParent(this);
		}
		return _objExtension.addAll(coExtension);
	}

	/**
	 * Removes an existing Extension object at the specified index.
	 * @return	The removed object.
	 */
	public Extension removeExtension(int index)
	{
		return (Extension)_objExtension.remove(index);
	}

	/**
	 * Removes the specified Extension object.
	 * @return <code>true</code> if this list contains the object; otherwise,
	 * the method returns <code>false</code>.
	 */
	public boolean removeExtension(Extension obj)
	{
		return _objExtension.remove(obj);
	}

	/**
	 * Clears all Extension objects from the list.
	 */
	public void clearExtensionList()
	{
		_objExtension.clear();
	}
	/**
	 * Gets MiningSchema object.
	 */
	public MiningSchema getMiningSchema()
	{
		return _objMiningSchema;
	}

	/**
	 * Replaces the existing MiningSchema object with a new object.
	 * If you pass in a null value to this method, the MiningSchema object is
	 * cleared and will not be marshaled.
	 * @param obj	A new object.
	 */
	public void setMiningSchema(MiningSchema obj)
	{
		this._objMiningSchema = obj;
		if( obj == null )
            return;

        obj._setParent(this);
	}
	/**
	 * Gets ModelStats object.
	 */
	public ModelStats getModelStats()
	{
		return _objModelStats;
	}

	/**
	 * Replaces the existing ModelStats object with a new object.
	 * If you pass in a null value to this method, the ModelStats object is
	 * cleared and will not be marshaled.
	 * @param obj	A new object.
	 */
	public void setModelStats(ModelStats obj)
	{
		this._objModelStats = obj;
		if( obj == null )
            return;

        obj._setParent(this);
	}
	/**
	 * Gets NeuralInputs object.
	 */
	public NeuralInputs getNeuralInputs()
	{
		return _objNeuralInputs;
	}

	/**
	 * Replaces the existing NeuralInputs object with a new object.
	 * If you pass in a null value to this method, the NeuralInputs object is
	 * cleared and will not be marshaled.
	 * @param obj	A new object.
	 */
	public void setNeuralInputs(NeuralInputs obj)
	{
		this._objNeuralInputs = obj;
		if( obj == null )
            return;

        obj._setParent(this);
	}
	/**
	 * Returns an array of NeuralLayer objects. The length of the returned
	 * array is zero if the list of NeuralLayer object is empty.
	 */
	public NeuralLayer[] getNeuralLayer()
	{
		return (NeuralLayer[])_objNeuralLayer.toArray(new NeuralLayer[0]);
	}

	/**
	 * Replaces all existing NeuralLayer objects with a new array of
	 * NeuralLayer objects.
	 * @param objArray	an array of NeuralLayer objects.
	 */
	public void setNeuralLayer(NeuralLayer[] objArray)
	{
		if( objArray == null || objArray.length == 0 )
			this._objNeuralLayer.clear();
		else
		{
			this._objNeuralLayer = new ArrayList(Arrays.asList(objArray));
			for( int i=0; i<objArray.length; i++ )
			{
				if( objArray[i] != null )
					objArray[i]._setParent(this);
			}
		}
	}

	/**
	 * Gets the NeuralLayer object at the specified index.
	 * @param index	index of the returned object.
	 * @throws IndexOutOfBoundsException	if index is out of range.
	 */
	public NeuralLayer getNeuralLayer(int index)
	{
		return (NeuralLayer)_objNeuralLayer.get(index);
	}

	/**
	 * Replaces an existing NeuralLayer object at the specified index with
	 * a new NeuralLayer object.
	 * @param index	index of replaced object.
	 * @throws IndexOutOfBoundsException	if index is out of range.
	 */
	public void setNeuralLayer(int index, NeuralLayer obj)
	{
		if( obj == null )
			removeNeuralLayer(index);
		else
		{
			_objNeuralLayer.set(index, obj);
			obj._setParent(this);
		}
	}

	/**
	 * Returns the number of NeuralLayer objects in the list.
	 */
	public int getNeuralLayerCount()
	{
		return _objNeuralLayer.size();
	}

	/**
	 * Returns <code>true</code> if there is no NeuralLayer object in the list; otherwise,
	 * the method returns <code>false</code>.
	 */
	public boolean isNoNeuralLayer()
	{
		return _objNeuralLayer.size() == 0;
	}

	/**
	 * Returns a read-only list of NeuralLayer objects.
	 */
	public List getNeuralLayerList()
	{
		return Collections.unmodifiableList(_objNeuralLayer);
	}

	/**
	 * Adds a new NeuralLayer object at the end of the list.
	 * @return <code>true</code> if the new object is added to the list; otherwise,
	 * the method returns <code>false</code>.
	 */
	public boolean addNeuralLayer(NeuralLayer obj)
	{
		if( obj==null )
			return false;

		obj._setParent(this);
		return _objNeuralLayer.add(obj);
	}

	/**
	 * Adds a list of new NeuralLayer objects at the end of the list.