neuralconnection.html

< 数据挖掘--实用机器学习技术及java实现> 一书结合数据挖掘和机器学习的知识,作者陈述了自动挖掘模式的基础理论,并且以java语言实现了具有代表性的各类数据挖掘方法.例如:class

<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#disconnect(weka.classifiers.neural.NeuralConnection, weka.classifiers.neural.NeuralConnection)">disconnect</A></B>(<A HREF="../../../weka/classifiers/neural/NeuralConnection.html">NeuralConnection</A>&nbsp;s,
           <A HREF="../../../weka/classifiers/neural/NeuralConnection.html">NeuralConnection</A>&nbsp;t)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Disconnects two units.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>protected &nbsp;boolean</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#disconnectInput(weka.classifiers.neural.NeuralConnection, int)">disconnectInput</A></B>(<A HREF="../../../weka/classifiers/neural/NeuralConnection.html">NeuralConnection</A>&nbsp;i,
                int&nbsp;n)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;This will disconnect the input with the specific connection number
 From this node (only on this end however).</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>protected &nbsp;boolean</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#disconnectOutput(weka.classifiers.neural.NeuralConnection, int)">disconnectOutput</A></B>(<A HREF="../../../weka/classifiers/neural/NeuralConnection.html">NeuralConnection</A>&nbsp;o,
                 int&nbsp;n)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;This will disconnect the output with the specific connection number
 From this node (only on this end however).</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#drawHighlight(java.awt.Graphics, int, int)">drawHighlight</A></B>(java.awt.Graphics&nbsp;g,
              int&nbsp;w,
              int&nbsp;h)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Call this function to draw the node highlighted.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#drawInputLines(java.awt.Graphics, int, int)">drawInputLines</A></B>(java.awt.Graphics&nbsp;g,
               int&nbsp;w,
               int&nbsp;h)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Call this function to draw the nodes input connections.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#drawNode(java.awt.Graphics, int, int)">drawNode</A></B>(java.awt.Graphics&nbsp;g,
         int&nbsp;w,
         int&nbsp;h)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Call this function to draw the node.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#drawOutputLines(java.awt.Graphics, int, int)">drawOutputLines</A></B>(java.awt.Graphics&nbsp;g,
                int&nbsp;w,
                int&nbsp;h)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Call this function to draw the nodes output connections.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>abstract &nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#errorValue(boolean)">errorValue</A></B>(boolean&nbsp;calculate)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Call this to get the error value of this unit.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;java.lang.String</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#getId()">getId</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;int[]</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#getInputNums()">getInputNums</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Use this to get easy access to the input numbers.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../weka/classifiers/neural/NeuralConnection.html">NeuralConnection</A>[]</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#getInputs()">getInputs</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Use this to get easy access to the inputs.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;int</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#getNumInputs()">getNumInputs</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;int</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#getNumOutputs()">getNumOutputs</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;int[]</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#getOutputNums()">getOutputNums</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Use this to get easy access to the output numbers.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../weka/classifiers/neural/NeuralConnection.html">NeuralConnection</A>[]</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#getOutputs()">getOutputs</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Use this to get easy access to the outputs.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;int</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#getType()">getType</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#getX()">getX</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#getY()">getY</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;boolean</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#onUnit(java.awt.Graphics, int, int, int, int)">onUnit</A></B>(java.awt.Graphics&nbsp;g,
       int&nbsp;x,
       int&nbsp;y,
       int&nbsp;w,
       int&nbsp;h)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Call this function to determine if the point at x,y is on the unit.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>abstract &nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#outputValue(boolean)">outputValue</A></B>(boolean&nbsp;calculate)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Call this to get the output value of this unit.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#removeAllInputs()">removeAllInputs</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;This function will remove all the inputs to this unit.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#removeAllOutputs()">removeAllOutputs</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;This function will remove all outputs to this unit.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>abstract &nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#reset()">reset</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Call this to reset the unit for another run.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#setType(int)">setType</A></B>(int&nbsp;t)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#setX(double)">setX</A></B>(double&nbsp;x)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#setY(double)">setY</A></B>(double&nbsp;y)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#updateWeights(double, double)">updateWeights</A></B>(double&nbsp;l,
              double&nbsp;m)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Call this function to update the weight values at this unit.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../weka/classifiers/neural/NeuralConnection.html#weightValue(int)">weightValue</A></B>(int&nbsp;n)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Call this to get the weight value on a particular connection.</TD>
</TR>
</TABLE>
&nbsp;<A NAME="methods_inherited_from_class_java.lang.Object"><!-- --></A>
<TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%">
<TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor">
<TD><B>Methods inherited from class java.lang.Object</B></TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE>clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait</CODE></TD>
</TR>
</TABLE>
&nbsp;
<P>

<!-- ============ FIELD DETAIL =========== -->

<A NAME="field_detail"><!-- --></A>
<TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%">
<TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor">
<TD COLSPAN=1><FONT SIZE="+2">
<B>Field Detail</B></FONT></TD>
</TR>
</TABLE>

<A NAME="UNCONNECTED"><!-- --></A><H3>
UNCONNECTED</H3>
<PRE>
public static final int <B>UNCONNECTED</B></PRE>
<DL>
<DD>This unit is not connected to any others.</DL>
<HR>

<A NAME="PURE_INPUT"><!-- --></A><H3>
PURE_INPUT</H3>
<PRE>
public static final int <B>PURE_INPUT</B></PRE>
<DL>
<DD>This unit is a pure input unit.</DL>
<HR>

<A NAME="PURE_OUTPUT"><!-- --></A><H3>
PURE_OUTPUT</H3>
<PRE>
public static final int <B>PURE_OUTPUT</B></PRE>
<DL>
<DD>This unit is a pure output unit.</DL>
<HR>

<A NAME="INPUT"><!-- --></A><H3>
INPUT</H3>
<PRE>
public static final int <B>INPUT</B></PRE>
<DL>
<DD>This unit is an input unit.</DL>
<HR>

<A NAME="OUTPUT"><!-- --></A><H3>
OUTPUT</H3>
<PRE>
public static final int <B>OUTPUT</B></PRE>
<DL>
<DD>This unit is an output unit.</DL>
<HR>

<A NAME="CONNECTED"><!-- --></A><H3>
CONNECTED</H3>
<PRE>
public static final int <B>CONNECTED</B></PRE>
<DL>
<DD>This flag is set once the unit has a connection.</DL>
<HR>

<A NAME="m_inputList"><!-- --></A><H3>
m_inputList</H3>
<PRE>
protected <A HREF="../../../weka/classifiers/neural/NeuralConnection.html">NeuralConnection</A>[] <B>m_inputList</B></PRE>
<DL>
<DD>The list of inputs to this unit.</DL>
<HR>

<A NAME="m_outputList"><!-- --></A><H3>
m_outputList</H3>
<PRE>
protected <A HREF="../../../weka/classifiers/neural/NeuralConnection.html">NeuralConnection</A>[] <B>m_outputList</B></PRE>
<DL>
<DD>The list of outputs from this unit.</DL>
<HR>

<A NAME="m_inputNums"><!-- --></A><H3>
m_inputNums</H3>
<PRE>
protected int[] <B>m_inputNums</B></PRE>
<DL>
<DD>The numbering for the connections at the other end of the input lines.</DL>
<HR>

<A NAME="m_outputNums"><!-- --></A><H3>
m_outputNums</H3>
<PRE>
protected int[] <B>m_outputNums</B></PRE>
<DL>