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📁 < 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
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<A NAME="method_detail"><!-- --></A><TABLE BORDER="1" CELLPADDING="3" CELLSPACING="0" WIDTH="100%"><TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor"><TD COLSPAN=1><FONT SIZE="+2"><B>Method Detail</B></FONT></TD></TR></TABLE><A NAME="setInputFormat(weka.core.Instances)"><!-- --></A><H3>setInputFormat</H3><PRE>public boolean <B>setInputFormat</B>(<A HREF="../../weka/core/Instances.html">Instances</A>&nbsp;instanceInfo)                       throws java.lang.Exception</PRE><DL><DD>Sets the format of the input instances.<DD><DL><DT><B>Overrides:</B><DD><CODE><A HREF="../../weka/filters/Filter.html#setInputFormat(weka.core.Instances)">setInputFormat</A></CODE> in class <CODE><A HREF="../../weka/filters/Filter.html">Filter</A></CODE></DL></DD><DD><DL><DT><B>Parameters:</B><DD><CODE>instanceInfo</CODE> - an Instances object containing the input  instance structure (any instances contained in the object are  ignored - only the structure is required).<DT><B>Returns:</B><DD>true if the outputFormat may be collected immediately<DT><B>Throws:</B><DD><CODE>java.lang.Exception</CODE> - if the input format can't be set  successfully</DL></DD></DL><HR><A NAME="input(weka.core.Instance)"><!-- --></A><H3>input</H3><PRE>public boolean <B>input</B>(<A HREF="../../weka/core/Instance.html">Instance</A>&nbsp;instance)              throws java.lang.Exception</PRE><DL><DD>Input an instance for filtering. The instance is processed and made available for output immediately.<DD><DL><DT><B>Overrides:</B><DD><CODE><A HREF="../../weka/filters/Filter.html#input(weka.core.Instance)">input</A></CODE> in class <CODE><A HREF="../../weka/filters/Filter.html">Filter</A></CODE></DL></DD><DD><DL><DT><B>Parameters:</B><DD><CODE>instance</CODE> - the input instance<DT><B>Returns:</B><DD>true if the filtered instance may now be collected with output().<DT><B>Throws:</B><DD><CODE>java.lang.IllegalStateException</CODE> - if no input format has been set.<DD><CODE>java.lang.reflect.InvocationTargetException</CODE> - if there is a problem applying the configured transform method.</DL></DD></DL><HR><A NAME="listOptions()"><!-- --></A><H3>listOptions</H3><PRE>public java.util.Enumeration <B>listOptions</B>()</PRE><DL><DD>Returns an enumeration describing the available options<DD><DL><DT><B>Specified by: </B><DD><CODE><A HREF="../../weka/core/OptionHandler.html#listOptions()">listOptions</A></CODE> in interface <CODE><A HREF="../../weka/core/OptionHandler.html">OptionHandler</A></CODE></DL></DD><DD><DL><DT><B>Returns:</B><DD>an enumeration of all the available options</DL></DD></DL><HR><A NAME="setOptions(java.lang.String[])"><!-- --></A><H3>setOptions</H3><PRE>public void <B>setOptions</B>(java.lang.String[]&nbsp;options)                throws java.lang.Exception</PRE><DL><DD>Parses the options for this object. Valid options are: <p> -R index1,index2-index4,...<br> Specify list of columns to transform. First and last are valid indexes. (default none). Non-numeric columns are skipped.<p> -V<br> Invert matching sense.<p> -C string <br> Name of the class containing the method used for transformation. (default java.lang.Math) <p> -M string <br> Name of the method used for the transformation. (default abs) <p><DD><DL><DT><B>Specified by: </B><DD><CODE><A HREF="../../weka/core/OptionHandler.html#setOptions(java.lang.String[])">setOptions</A></CODE> in interface <CODE><A HREF="../../weka/core/OptionHandler.html">OptionHandler</A></CODE></DL></DD><DD><DL><DT><B>Parameters:</B><DD><CODE>options</CODE> - the list of options as an array of strings<DT><B>Throws:</B><DD><CODE>java.lang.Exception</CODE> - if an option is not supported</DL></DD></DL><HR><A NAME="getOptions()"><!-- --></A><H3>getOptions</H3><PRE>public java.lang.String[] <B>getOptions</B>()</PRE><DL><DD>Gets the current settings of the filter.<DD><DL><DT><B>Specified by: </B><DD><CODE><A HREF="../../weka/core/OptionHandler.html#getOptions()">getOptions</A></CODE> in interface <CODE><A HREF="../../weka/core/OptionHandler.html">OptionHandler</A></CODE></DL></DD><DD><DL><DT><B>Returns:</B><DD>an array of strings suitable for passing to setOptions</DL></DD></DL><HR><A NAME="getClassName()"><!-- --></A><H3>getClassName</H3><PRE>public java.lang.String <B>getClassName</B>()</PRE><DL><DD>Get the class containing the transformation method.<DD><DL></DL></DD><DD><DL><DT><B>Returns:</B><DD>string describing the class</DL></DD></DL><HR><A NAME="setClassName(java.lang.String)"><!-- --></A><H3>setClassName</H3><PRE>public void <B>setClassName</B>(java.lang.String&nbsp;name)                  throws java.lang.ClassNotFoundException</PRE><DL><DD>Sets the class containing the transformation method.<DD><DL></DL></DD><DD><DL><DT><B>Parameters:</B><DD><CODE>name</CODE> - the name of the class<DT><B>Throws:</B><DD><CODE>java.lang.ClassNotFoundException</CODE> - if class can't be found</DL></DD></DL><HR><A NAME="getMethodName()"><!-- --></A><H3>getMethodName</H3><PRE>public java.lang.String <B>getMethodName</B>()</PRE><DL><DD>Get the transformation method.<DD><DL></DL></DD><DD><DL><DT><B>Returns:</B><DD>string describing the transformation method.</DL></DD></DL><HR><A NAME="setMethodName(java.lang.String)"><!-- --></A><H3>setMethodName</H3><PRE>public void <B>setMethodName</B>(java.lang.String&nbsp;name)                   throws java.lang.NoSuchMethodException</PRE><DL><DD>Set the transformation method.<DD><DL></DL></DD><DD><DL><DT><B>Parameters:</B><DD><CODE>name</CODE> - the name of the method<DT><B>Throws:</B><DD><CODE>java.lang.NoSuchMethodException</CODE> - if method can't be found in class</DL></DD></DL><HR><A NAME="getInvertSelection()"><!-- --></A><H3>getInvertSelection</H3><PRE>public boolean <B>getInvertSelection</B>()</PRE><DL><DD>Get whether the supplied columns are to be transformed or not<DD><DL></DL></DD><DD><DL><DT><B>Returns:</B><DD>true if the supplied columns will be kept</DL></DD></DL><HR><A NAME="setInvertSelection(boolean)"><!-- --></A><H3>setInvertSelection</H3><PRE>public void <B>setInvertSelection</B>(boolean&nbsp;invert)</PRE><DL><DD>Set whether selected columns should be transformed or not.<DD><DL></DL></DD><DD><DL><DT><B>Parameters:</B><DD><CODE>invert</CODE> - the new invert setting</DL></DD></DL><HR><A NAME="attributeIndicesTipText()"><!-- --></A><H3>attributeIndicesTipText</H3><PRE>public java.lang.String <B>attributeIndicesTipText</B>()</PRE><DL><DD>Returns the tip text for this property<DD><DL></DL></DD><DD><DL><DT><B>Returns:</B><DD>tip text for this property suitable for displaying in the explorer/experimenter gui</DL></DD></DL><HR><A NAME="getAttributeIndices()"><!-- --></A><H3>getAttributeIndices</H3><PRE>public java.lang.String <B>getAttributeIndices</B>()</PRE><DL><DD>Get the current range selection<DD><DL></DL></DD><DD><DL><DT><B>Returns:</B><DD>a string containing a comma separated list of ranges</DL></DD></DL><HR><A NAME="setAttributeIndices(java.lang.String)"><!-- --></A><H3>setAttributeIndices</H3><PRE>public void <B>setAttributeIndices</B>(java.lang.String&nbsp;rangeList)</PRE><DL><DD>Set which attributes are to be transformed (or kept if invert is true).<DD><DL></DL></DD><DD><DL><DT><B>Parameters:</B><DD><CODE>rangeList</CODE> - a string representing the list of attributes. Since the string will typically come from a user, attributes are indexed from 1. <br> eg:  first-3,5,6-last<DT><B>Throws:</B><DD><CODE>InvalidArgumentException</CODE> - if an invalid range list is supplied</DL></DD></DL><HR><A NAME="setAttributeIndicesArray(int[])"><!-- --></A><H3>setAttributeIndicesArray</H3><PRE>public void <B>setAttributeIndicesArray</B>(int[]&nbsp;attributes)</PRE><DL><DD>Set which attributes are to be transformed (or kept if invert is true)<DD><DL></DL></DD><DD><DL><DT><B>Parameters:</B><DD><CODE>attributes</CODE> - an array containing indexes of attributes to select. Since the array will typically come from a program, attributes are indexed from 0.<DT><B>Throws:</B><DD><CODE>InvalidArgumentException</CODE> - if an invalid set of ranges is supplied</DL></DD></DL><HR><A NAME="main(java.lang.String[])"><!-- --></A><H3>main</H3><PRE>public static void <B>main</B>(java.lang.String[]&nbsp;argv)</PRE><DL><DD>Main method for testing this class.<DD><DL></DL></DD><DD><DL><DT><B>Parameters:</B><DD><CODE>argv</CODE> - should contain arguments to the filter: use -h for help</DL></DD></DL><!-- ========= END OF CLASS DATA ========= --><HR><!-- ========== START OF NAVBAR ========== --><A NAME="navbar_bottom"><!-- --></A><TABLE BORDER="0" WIDTH="100%" CELLPADDING="1" CELLSPACING="0"><TR><TD COLSPAN=2 BGCOLOR="#EEEEFF" CLASS="NavBarCell1"><A NAME="navbar_bottom_firstrow"><!-- --></A><TABLE BORDER="0" CELLPADDING="0" CELLSPACING="3">  <TR ALIGN="center" VALIGN="top">  <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1">    <A HREF="../../overview-summary.html"><FONT CLASS="NavBarFont1"><B>Overview</B></FONT></A>&nbsp;</TD>  <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1">    <A HREF="package-summary.html"><FONT CLASS="NavBarFont1"><B>Package</B></FONT></A>&nbsp;</TD>  <TD BGCOLOR="#FFFFFF" CLASS="NavBarCell1Rev"> &nbsp;<FONT CLASS="NavBarFont1Rev"><B>Class</B></FONT>&nbsp;</TD>  <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1">    <A HREF="package-tree.html"><FONT CLASS="NavBarFont1"><B>Tree</B></FONT></A>&nbsp;</TD>  <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1">    <A HREF="../../deprecated-list.html"><FONT CLASS="NavBarFont1"><B>Deprecated</B></FONT></A>&nbsp;</TD>  <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1">    <A HREF="../../index-all.html"><FONT CLASS="NavBarFont1"><B>Index</B></FONT></A>&nbsp;</TD>  <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1">    <A HREF="../../help-doc.html"><FONT CLASS="NavBarFont1"><B>Help</B></FONT></A>&nbsp;</TD>  </TR></TABLE></TD><TD ALIGN="right" VALIGN="top" ROWSPAN=3><EM></EM></TD></TR><TR><TD BGCOLOR="white" CLASS="NavBarCell2"><FONT SIZE="-2">&nbsp;<A HREF="../../weka/filters/NumericToBinaryFilter.html"><B>PREV CLASS</B></A>&nbsp;&nbsp;<A HREF="../../weka/filters/ObfuscateFilter.html"><B>NEXT CLASS</B></A></FONT></TD><TD BGCOLOR="white" CLASS="NavBarCell2"><FONT SIZE="-2">  <A HREF="../../index.html" TARGET="_top"><B>FRAMES</B></A>  &nbsp;&nbsp;<A HREF="NumericTransformFilter.html" TARGET="_top"><B>NO FRAMES</B></A></FONT></TD></TR><TR><TD VALIGN="top" CLASS="NavBarCell3"><FONT SIZE="-2">  SUMMARY: &nbsp;INNER&nbsp;|&nbsp;<A HREF="#fields_inherited_from_class_weka.filters.Filter">FIELD</A>&nbsp;|&nbsp;<A HREF="#constructor_summary">CONSTR</A>&nbsp;|&nbsp;<A HREF="#method_summary">METHOD</A></FONT></TD><TD VALIGN="top" CLASS="NavBarCell3"><FONT SIZE="-2">DETAIL: &nbsp;FIELD&nbsp;|&nbsp;<A HREF="#constructor_detail">CONSTR</A>&nbsp;|&nbsp;<A HREF="#method_detail">METHOD</A></FONT></TD></TR></TABLE><!-- =========== END OF NAVBAR =========== --><HR></BODY></HTML>

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