neuralnetwork.java

一个数据挖掘软件ALPHAMINERR的整个过程的JAVA版源代码

	 * @return <code>true</code> if the list was changed; otherwise, the method
	 * returns <code>false</code>.
	 */
	public boolean addNeuralLayer(Collection coNeuralLayer)
	{
		if( coNeuralLayer==null )
			return false;

		java.util.Iterator it = coNeuralLayer.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 _objNeuralLayer.addAll(coNeuralLayer);
	}

	/**
	 * Removes an existing NeuralLayer object at the specified index.
	 * @return	The removed object.
	 */
	public NeuralLayer removeNeuralLayer(int index)
	{
		return (NeuralLayer)_objNeuralLayer.remove(index);
	}

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

	/**
	 * Clears all NeuralLayer objects from the list.
	 */
	public void clearNeuralLayerList()
	{
		_objNeuralLayer.clear();
	}
	/**
	 * Gets NeuralOutputs object.
	 */
	public NeuralOutputs getNeuralOutputs()
	{
		return _objNeuralOutputs;
	}

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

        obj._setParent(this);
	}
	/**
	 * Returns an array of Extension objects. The length of the returned
	 * array is zero if the list of Extension object is empty.
	 */
	public Extension[] getExtension1()
	{
		return (Extension[])_objExtension1.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 setExtension1(Extension[] objArray)
	{
		if( objArray == null || objArray.length == 0 )
			this._objExtension1.clear();
		else
		{
			this._objExtension1 = 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 getExtension1(int index)
	{
		return (Extension)_objExtension1.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 setExtension1(int index, Extension obj)
	{
		if( obj == null )
			removeExtension1(index);
		else
		{
			_objExtension1.set(index, obj);
			obj._setParent(this);
		}
	}

	/**
	 * Returns the number of Extension objects in the list.
	 */
	public int getExtensionCount1()
	{
		return _objExtension1.size();
	}

	/**
	 * Returns <code>true</code> if there is no Extension object in the list; otherwise,
	 * the method returns <code>false</code>.
	 */
	public boolean isNoExtension1()
	{
		return _objExtension1.size() == 0;
	}

	/**
	 * Returns a read-only list of Extension objects.
	 */
	public List getExtensionList1()
	{
		return Collections.unmodifiableList(_objExtension1);
	}

	/**
	 * 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 addExtension1(Extension obj)
	{
		if( obj==null )
			return false;

		obj._setParent(this);
		return _objExtension1.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 addExtension1(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 _objExtension1.addAll(coExtension);
	}

	/**
	 * Removes an existing Extension object at the specified index.
	 * @return	The removed object.
	 */
	public Extension removeExtension1(int index)
	{
		return (Extension)_objExtension1.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 removeExtension1(Extension obj)
	{
		return _objExtension1.remove(obj);
	}

	/**
	 * Clears all Extension objects from the list.
	 */
	public void clearExtensionList1()
	{
		_objExtension1.clear();
	}

	/**
	 * Marshals this object to an element.
	 */
	public com.borland.xml.toolkit.Element marshal()
	{
		com.borland.xml.toolkit.Element elem = new com.borland.xml.toolkit.Element(get_TagName());
		/** Marshals "threshold" attribute */
		elem.addAttribute(threshold.marshal());
		/** Marshals "modelName" attribute */
		elem.addAttribute(modelName.marshal());
		/** Marshals "algorithmName" attribute */
		elem.addAttribute(algorithmName.marshal());
		/** Marshals "functionName" attribute */
		elem.addAttribute(functionName.marshal());
		/** Marshals "activationFunction" attribute */
		elem.addAttribute(activationFunction.marshal());
		/** Marshals a list of Extension objects to elements */
		Iterator it1 = _objExtension.iterator();
		while( it1.hasNext() )
		{
			Extension obj = (Extension)it1.next();
			if( obj != null )
				elem.addContent(obj.marshal());
		}
		/** Marshals a MiningSchema object to an element */
		if( _objMiningSchema != null )
			elem.addContent(_objMiningSchema.marshal());
		/** Marshals a ModelStats object to an element */
		if( _objModelStats != null )
			elem.addContent(_objModelStats.marshal());
		/** Marshals a NeuralInputs object to an element */
		if( _objNeuralInputs != null )
			elem.addContent(_objNeuralInputs.marshal());
		/** Marshals a list of NeuralLayer objects to elements */
		Iterator it2 = _objNeuralLayer.iterator();
		while( it2.hasNext() )
		{
			NeuralLayer obj = (NeuralLayer)it2.next();
			if( obj != null )
				elem.addContent(obj.marshal());
		}
		/** Marshals a NeuralOutputs object to an element */
		if( _objNeuralOutputs != null )
			elem.addContent(_objNeuralOutputs.marshal());
		/** Marshals a list of Extension objects to elements */
		Iterator it3 = _objExtension1.iterator();
		while( it3.hasNext() )
		{
			Extension obj = (Extension)it3.next();
			if( obj != null )
				elem.addContent(obj.marshal());
		}

		return elem;
	}

	/**
	 * Unmarshals the specified "NeuralNetwork" element back to a NeuralNetwork object.
	 */
	public static NeuralNetwork unmarshal(com.borland.xml.toolkit.Element elem)
	{
		if( elem == null )
			return null;

		NeuralNetwork __objNeuralNetwork = new NeuralNetwork();
		if( __objNeuralNetwork != null ) //found the element?
		{
			/** Unmarshals "threshold" attribute */
			__objNeuralNetwork.threshold.setValue(elem.getAttribute("threshold"));
			/** Unmarshals "modelName" attribute */
			__objNeuralNetwork.modelName.setValue(elem.getAttribute("modelName"));
			/** Unmarshals "algorithmName" attribute */
			__objNeuralNetwork.algorithmName.setValue(elem.getAttribute("algorithmName"));
			/** Unmarshals "functionName" attribute */
			__objNeuralNetwork.functionName.setValue(elem.getAttribute("functionName"));
			/** Unmarshals "activationFunction" attribute */
			__objNeuralNetwork.activationFunction.setValue(elem.getAttribute("activationFunction"));
		}
		/** Unmarshals a list of "<<_tagName_>>" elements back to Extension objects. */
		Iterator it1 = elem.getChildren(Extension._tagName).iterator();
		while( it1.hasNext() )
			__objNeuralNetwork.addExtension(Extension.unmarshal((com.borland.xml.toolkit.Element)it1.next()));
		/** Unmarshals an element back to a MiningSchema object */
		__objNeuralNetwork.setMiningSchema(MiningSchema.unmarshal(elem.getChild(MiningSchema._tagName)));
		/** Unmarshals an element back to a ModelStats object */
		__objNeuralNetwork.setModelStats(ModelStats.unmarshal(elem.getChild(ModelStats._tagName)));
		/** Unmarshals an element back to a NeuralInputs object */
		__objNeuralNetwork.setNeuralInputs(NeuralInputs.unmarshal(elem.getChild(NeuralInputs._tagName)));
		/** Unmarshals a list of "<<_tagName_>>" elements back to NeuralLayer objects. */
		Iterator it2 = elem.getChildren(NeuralLayer._tagName).iterator();
		while( it2.hasNext() )
			__objNeuralNetwork.addNeuralLayer(NeuralLayer.unmarshal((com.borland.xml.toolkit.Element)it2.next()));
		/** Unmarshals an element back to a NeuralOutputs object */
		__objNeuralNetwork.setNeuralOutputs(NeuralOutputs.unmarshal(elem.getChild(NeuralOutputs._tagName)));
		/** Unmarshals a list of "<<_tagName_>>" elements back to Extension objects. */
		Iterator it3 = elem.getChildren(Extension._tagName).iterator();
		while( it3.hasNext() )
			__objNeuralNetwork.addExtension1(Extension.unmarshal((com.borland.xml.toolkit.Element)it3.next()));

		return __objNeuralNetwork;
	}

	/**
	 * Validates this object. If you pass <code>true</code> to this method, it
	 * checks for the first error and stops. On the other hand, if you pass
	 * <code>false</code> to this method, it collects all the errors by
	 * visiting every available elements.
	 * @param firstError	<code>true</code> to exit this method when the first error
	 * is found; <code>false</code> to collect all errors.
	 * @return com.borland.xml.toolkit.ErrorList	A list that contains one or more errors.
	 * @see com.borland.xml.toolkit.XmlObject#validate()
	 * @see com.borland.xml.toolkit.XmlObject#isValid()
	 * @see com.borland.xml.toolkit.ErrorList
	 */
	public com.borland.xml.toolkit.ErrorList validate(boolean firstError)
	{
		com.borland.xml.toolkit.ErrorList errors = new com.borland.xml.toolkit.ErrorList();

		/** Extension is zero or more */
		Iterator it1 = _objExtension.iterator();
		while( it1.hasNext() )
		{
			Extension obj = (Extension)it1.next();
			if( obj != null )
			{
				errors.add(obj.validate(firstError));
				if( firstError && errors.size() > 0 )
					return errors;
			}
		}
		/** MiningSchema is mandatory */
		if( _objMiningSchema != null )
			errors.add(_objMiningSchema.validate(firstError));
		else
			errors.add(new com.borland.xml.toolkit.ElementError(this, MiningSchema.class));
		if( firstError && errors.size() > 0 )
			return errors;
		/** ModelStats is optional */
		if( _objModelStats != null )
		{
			errors.add(_objModelStats.validate(firstError));
			if( firstError && errors.size() > 0 )
				return errors;
		}
		/** NeuralInputs is mandatory */
		if( _objNeuralInputs != null )
			errors.add(_objNeuralInputs.validate(firstError));
		else
			errors.add(new com.borland.xml.toolkit.ElementError(this, NeuralInputs.class));
		if( firstError && errors.size() > 0 )
			return errors;
		/** NeuralLayer is one or more */
		if( _objNeuralLayer.size() == 0 )
		{
			errors.add(new com.borland.xml.toolkit.ElementError(this, NeuralLayer.class));
			if( firstError )
				return errors;
		}
		else
		{
			Iterator it2 = _objNeuralLayer.iterator();
			while( it2.hasNext() )
			{
				NeuralLayer obj = (NeuralLayer)it2.next();
				if( obj != null )
				{
					errors.add(obj.validate(firstError));
					if( firstError && errors.size() > 0 )
						return errors;
				}
			}
		}
		/** NeuralOutputs is optional */
		if( _objNeuralOutputs != null )
		{
			errors.add(_objNeuralOutputs.validate(firstError));
			if( firstError && errors.size() > 0 )
				return errors;
		}
		/** Extension is zero or more */
		Iterator it3 = _objExtension1.iterator();
		while( it3.hasNext() )
		{
			Extension obj = (Extension)it3.next();
			if( obj != null )
			{
				errors.add(obj.validate(firstError));
				if( firstError && errors.size() > 0 )
					return errors;
			}
		}

		return errors.size()==0 ? null : errors;
	}

	/**
	 * Returns a list containing all child elements. Each element in the list is a subclass
	 * of XmlObject.
	 */
	public java.util.List _getChildren()
	{
		java.util.List children = new java.util.ArrayList();
		/** adds _objExtension */
		if( _objExtension != null && _objExtension.size() > 0 )
			children.add(_objExtension);
		/** adds _objMiningSchema */
		if( _objMiningSchema != null )
			children.add(_objMiningSchema);
		/** adds _objModelStats */
		if( _objModelStats != null )
			children.add(_objModelStats);
		/** adds _objNeuralInputs */
		if( _objNeuralInputs != null )
			children.add(_objNeuralInputs);
		/** adds _objNeuralLayer */
		if( _objNeuralLayer != null && _objNeuralLayer.size() > 0 )
			children.add(_objNeuralLayer);
		/** adds _objNeuralOutputs */
		if( _objNeuralOutputs != null )
			children.add(_objNeuralOutputs);
		/** adds _objExtension1 */
		if( _objExtension1 != null && _objExtension1.size() > 0 )
			children.add(_objExtension1);
		return children;
	}


	/**
	 * Gets the tag name of this element.
	 */
	public String get_TagName()
	{
		return _tagName;
	}
}