svmexamples.html

来自「数据挖掘方面最新软件」· HTML 代码 · 共 924 行 · 第 1/3 页

</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;java.util.Map&lt;java.lang.Integer,<A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/examples/SVMExamples.MeanVariance.html" title="class in com.rapidminer.operator.learner.functions.kernel.jmysvm.examples">SVMExamples.MeanVariance</A>&gt;</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/examples/SVMExamples.html#getMeanVariances()">getMeanVariances</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="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/examples/SVMExamples.html#getNumberOfSupportVectors()">getNumberOfSupportVectors</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;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/examples/SVMExamples.html#set_alpha(int, double)">set_alpha</A></B>(int&nbsp;pos,
          double&nbsp;alpha)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;sets an alpha value.</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="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/examples/SVMExamples.html#set_b(double)">set_b</A></B>(double&nbsp;new_b)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;set b</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="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/examples/SVMExamples.html#set_y(int, double)">set_y</A></B>(int&nbsp;pos,
      double&nbsp;y)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Sets the label value for the specified example.</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="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/examples/SVMExamples.html#swap(int, int)">swap</A></B>(int&nbsp;pos1,
     int&nbsp;pos2)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;swap two training examples</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="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/examples/SVMExamples.html#toString()">toString</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;java.lang.String</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/examples/SVMExamples.html#toString(boolean)">toString</A></B>(boolean&nbsp;onlySV)</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;java.lang.String</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/examples/SVMExamples.html#toString(int, boolean)">toString</A></B>(int&nbsp;numberOfExamples,
         boolean&nbsp;onlySV)</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="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/examples/SVMExamples.html#writeSupportVectors(java.io.ObjectOutputStream)">writeSupportVectors</A></B>(java.io.ObjectOutputStream&nbsp;out)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Writes the example set into the given output stream.</TD>
</TR>
</TABLE>
&nbsp;<A NAME="methods_inherited_from_class_java.lang.Object"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor">
<TH ALIGN="left"><B>Methods inherited from class java.lang.Object</B></TH>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE>clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait</CODE></TD>
</TR>
</TABLE>
&nbsp;
<P>

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

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

<A NAME="atts"><!-- --></A><H3>
atts</H3>
<PRE>
public double[][] <B>atts</B></PRE>
<DL>
<DD>The known attribute values for each example.
<P>
<DL>
</DL>
</DL>
<HR>

<A NAME="index"><!-- --></A><H3>
index</H3>
<PRE>
public int[][] <B>index</B></PRE>
<DL>
<DD>The corresponding indices for the known attribute values for each
 example.
<P>
<DL>
</DL>
</DL>
<HR>

<A NAME="ids"><!-- --></A><H3>
ids</H3>
<PRE>
public java.lang.String[] <B>ids</B></PRE>
<DL>
<DD>The ids of all examples.
<P>
<DL>
</DL>
</DL>

<!-- ========= CONSTRUCTOR DETAIL ======== -->

<A NAME="constructor_detail"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor">
<TH ALIGN="left" COLSPAN="1"><FONT SIZE="+2">
<B>Constructor Detail</B></FONT></TH>
</TR>
</TABLE>

<A NAME="SVMExamples(int, double)"><!-- --></A><H3>
SVMExamples</H3>
<PRE>
public <B>SVMExamples</B>(int&nbsp;size,
                   double&nbsp;b)</PRE>
<DL>
<DD>Creates an empty example set of the given size.
<P>
</DL>
<HR>

<A NAME="SVMExamples(com.rapidminer.example.ExampleSet, com.rapidminer.example.Attribute, boolean)"><!-- --></A><H3>
SVMExamples</H3>
<PRE>
public <B>SVMExamples</B>(<A HREF="../../../../../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A>&nbsp;exampleSet,
                   <A HREF="../../../../../../../../com/rapidminer/example/Attribute.html" title="interface in com.rapidminer.example">Attribute</A>&nbsp;labelAttribute,
                   boolean&nbsp;scale)</PRE>
<DL>
</DL>
<HR>

<A NAME="SVMExamples(com.rapidminer.example.ExampleSet, com.rapidminer.example.Attribute, java.util.Map)"><!-- --></A><H3>
SVMExamples</H3>
<PRE>
public <B>SVMExamples</B>(<A HREF="../../../../../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A>&nbsp;exampleSet,
                   <A HREF="../../../../../../../../com/rapidminer/example/Attribute.html" title="interface in com.rapidminer.example">Attribute</A>&nbsp;labelAttribute,
                   java.util.Map&lt;java.lang.Integer,<A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/examples/SVMExamples.MeanVariance.html" title="class in com.rapidminer.operator.learner.functions.kernel.jmysvm.examples">SVMExamples.MeanVariance</A>&gt;&nbsp;meanVariances)</PRE>
<DL>
<DD>Creates a fresh example set of the given size from the RapidMiner example
 reader. The alpha values and b are zero, the label will be set if it is
 known.
<P>
</DL>
<HR>

<A NAME="SVMExamples(java.io.ObjectInputStream)"><!-- --></A><H3>
SVMExamples</H3>
<PRE>
public <B>SVMExamples</B>(java.io.ObjectInputStream&nbsp;in)
            throws java.io.IOException</PRE>
<DL>
<DD>Reads an example set from the given input stream.
<P>
<DL>

<DT><B>Throws:</B>
<DD><CODE>java.io.IOException</CODE></DL>
</DL>

<!-- ============ METHOD DETAIL ========== -->

<A NAME="method_detail"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor">
<TH ALIGN="left" COLSPAN="1"><FONT SIZE="+2">
<B>Method Detail</B></FONT></TH>
</TR>
</TABLE>

<A NAME="getMeanVariances()"><!-- --></A><H3>
getMeanVariances</H3>
<PRE>
public java.util.Map&lt;java.lang.Integer,<A HREF="../../../../../../../../com/rapidminer/operator/learner/functions/kernel/jmysvm/examples/SVMExamples.MeanVariance.html" title="class in com.rapidminer.operator.learner.functions.kernel.jmysvm.examples">SVMExamples.MeanVariance</A>&gt; <B>getMeanVariances</B>()</PRE>
<DL>
<DD><DL>
</DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>

<A NAME="getNumberOfSupportVectors()"><!-- --></A><H3>
getNumberOfSupportVectors</H3>
<PRE>
public int <B>getNumberOfSupportVectors</B>()</PRE>
<DL>
<DD><DL>
</DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>

<A NAME="writeSupportVectors(java.io.ObjectOutputStream)"><!-- --></A><H3>
writeSupportVectors</H3>
<PRE>
public void <B>writeSupportVectors</B>(java.io.ObjectOutputStream&nbsp;out)
                         throws java.io.IOException</PRE>
<DL>
<DD>Writes the example set into the given output stream.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>

<DT><B>Throws:</B>
<DD><CODE>java.io.IOException</CODE></DL>
</DD>
</DL>
<HR>

<A NAME="count_examples()"><!-- --></A><H3>
count_examples</H3>
<PRE>
public int <B>count_examples</B>()</PRE>
<DL>
<DD>Counts the training examples.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>Number of examples</DL>
</DD>
</DL>
<HR>

<A NAME="count_pos_examples()"><!-- --></A><H3>
count_pos_examples</H3>
<PRE>
public int <B>count_pos_examples</B>()</PRE>
<DL>
<DD>Counts the positive training examples
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>Number of positive examples</DL>
</DD>
</DL>
<HR>

<A NAME="get_dim()"><!-- --></A><H3>
get_dim</H3>
<PRE>
public int <B>get_dim</B>()</PRE>
<DL>
<DD>Gets the dimension of the examples
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>dim</DL>
</DD>