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📁 数据挖掘的最常用工具。由于开源
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>&nbsp;double</CODE></FONT></TD><TD><CODE><B><A HREF="../../../weka/core/neighboursearch/PerformanceStats.html#getStdDevPointsVisited()">getStdDevPointsVisited</A></B>()</CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the standard deviation of points visited.</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/core/neighboursearch/PerformanceStats.html#getTotalCoordsPerPoint()">getTotalCoordsPerPoint</A></B>()</CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the total sum of coords per point.</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/core/neighboursearch/PerformanceStats.html#getTotalPointsVisited()">getTotalPointsVisited</A></B>()</CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the total number of points visited.</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/core/neighboursearch/PerformanceStats.html#incrCoordCount()">incrCoordCount</A></B>()</CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Increments the coordinate count (number of coordinates/attributes  looked at).</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/core/neighboursearch/PerformanceStats.html#incrPointCount()">incrPointCount</A></B>()</CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Increments the point count  (number of datapoints looked at).</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/core/neighboursearch/PerformanceStats.html#reset()">reset</A></B>()</CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Resets all internal fields/counters.</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/core/neighboursearch/PerformanceStats.html#searchFinish()">searchFinish</A></B>()</CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Signals end of the nearest neighbour search.</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/core/neighboursearch/PerformanceStats.html#searchStart()">searchStart</A></B>()</CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Signals start of the nearest neighbour search.</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/core/neighboursearch/PerformanceStats.html#updatePointCount(int)">updatePointCount</A></B>(int&nbsp;n)</CODE><BR>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;adds the given number to the point count.</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>equals, getClass, hashCode, notify, notifyAll, toString, 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="m_MinP"><!-- --></A><H3>m_MinP</H3><PRE>public double <B>m_MinP</B></PRE><DL><DD>The min and max data points looked for a query by  the NNS algorithm.<P><DL></DL></DL><HR><A NAME="m_MaxP"><!-- --></A><H3>m_MaxP</H3><PRE>public double <B>m_MaxP</B></PRE><DL><DD>The min and max data points looked for a query by  the NNS algorithm.<P><DL></DL></DL><HR><A NAME="m_SumP"><!-- --></A><H3>m_SumP</H3><PRE>public double <B>m_SumP</B></PRE><DL><DD>The sum of data points looked  at for all the queries.<P><DL></DL></DL><HR><A NAME="m_SumSqP"><!-- --></A><H3>m_SumSqP</H3><PRE>public double <B>m_SumSqP</B></PRE><DL><DD>The squared sum of data points looked  at for all the queries.<P><DL></DL></DL><HR><A NAME="m_PointCount"><!-- --></A><H3>m_PointCount</H3><PRE>public double <B>m_PointCount</B></PRE><DL><DD>The number of data points looked at for the current/last query.<P><DL></DL></DL><HR><A NAME="m_MinC"><!-- --></A><H3>m_MinC</H3><PRE>public double <B>m_MinC</B></PRE><DL><DD>The min and max coordinates(attributes) looked at per query.<P><DL></DL></DL><HR><A NAME="m_MaxC"><!-- --></A><H3>m_MaxC</H3><PRE>public double <B>m_MaxC</B></PRE><DL><DD>The min and max coordinates(attributes) looked at per query.<P><DL></DL></DL><HR><A NAME="m_SumC"><!-- --></A><H3>m_SumC</H3><PRE>public double <B>m_SumC</B></PRE><DL><DD>The sum of coordinates/attributes looked at for all the queries.<P><DL></DL></DL><HR><A NAME="m_SumSqC"><!-- --></A><H3>m_SumSqC</H3><PRE>public double <B>m_SumSqC</B></PRE><DL><DD>The squared sum of coordinates/attributes looked at for all the queries.<P><DL></DL></DL><HR><A NAME="m_CoordCount"><!-- --></A><H3>m_CoordCount</H3><PRE>public double <B>m_CoordCount</B></PRE><DL><DD>The number of coordinates looked at for the current/last query.<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="PerformanceStats()"><!-- --></A><H3>PerformanceStats</H3><PRE>public <B>PerformanceStats</B>()</PRE><DL><DD>default constructor.<P></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="reset()"><!-- --></A><H3>reset</H3><PRE>public void <B>reset</B>()</PRE><DL><DD>Resets all internal fields/counters.<P><DD><DL></DL></DD><DD><DL></DL></DD></DL><HR><A NAME="searchStart()"><!-- --></A><H3>searchStart</H3><PRE>public void <B>searchStart</B>()</PRE><DL><DD>Signals start of the nearest neighbour search. Initializes the stats object.<P><DD><DL></DL></DD><DD><DL></DL></DD></DL><HR><A NAME="searchFinish()"><!-- --></A><H3>searchFinish</H3><PRE>public void <B>searchFinish</B>()</PRE><DL><DD>Signals end of the nearest neighbour search. Calculates the statistics for the search.<P><DD><DL></DL></DD><DD><DL></DL></DD></DL><HR><A NAME="incrPointCount()"><!-- --></A><H3>incrPointCount</H3><PRE>public void <B>incrPointCount</B>()</PRE><DL><DD>Increments the point count  (number of datapoints looked at).<P><DD><DL></DL></DD><DD><DL></DL></DD></DL><HR><A NAME="incrCoordCount()"><!-- --></A><H3>incrCoordCount</H3><PRE>public void <B>incrCoordCount</B>()</PRE><DL><DD>Increments the coordinate count (number of coordinates/attributes  looked at).<P><DD><DL></DL></DD><DD><DL></DL></DD></DL><HR>

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