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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd"><!--NewPage--><HTML><HEAD><!-- Generated by javadoc (build 1.5.0_13) on Mon Jul 14 01:36:44 CEST 2008 --><TITLE>SearchSpace (RapidMiner Class Documentation)</TITLE><META NAME="keywords" CONTENT="com.rapidminer.operator.preprocessing.outlier.SearchSpace class"><LINK REL ="stylesheet" TYPE="text/css" HREF="../../../../../stylesheet.css" TITLE="Style"><SCRIPT type="text/javascript">function windowTitle(){ parent.document.title="SearchSpace (RapidMiner Class Documentation)";}</SCRIPT><NOSCRIPT></NOSCRIPT></HEAD><BODY BGCOLOR="white" onload="windowTitle();"><!-- ========= START OF TOP NAVBAR ======= --><A NAME="navbar_top"><!-- --></A><A HREF="#skip-navbar_top" title="Skip navigation links"></A><TABLE BORDER="0" WIDTH="100%" CELLPADDING="1" CELLSPACING="0" SUMMARY=""><TR><TD COLSPAN=2 BGCOLOR="#EEEEFF" CLASS="NavBarCell1"><A NAME="navbar_top_firstrow"><!-- --></A><TABLE BORDER="0" 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HREF="../../../../../allclasses-noframe.html"><B>All Classes</B></A></NOSCRIPT></FONT></TD></TR><TR><TD VALIGN="top" CLASS="NavBarCell3"><FONT SIZE="-2"> SUMMARY: NESTED | FIELD | <A HREF="#constructor_summary">CONSTR</A> | <A HREF="#method_summary">METHOD</A></FONT></TD><TD VALIGN="top" CLASS="NavBarCell3"><FONT SIZE="-2">DETAIL: FIELD | <A HREF="#constructor_detail">CONSTR</A> | <A HREF="#method_detail">METHOD</A></FONT></TD></TR></TABLE><A NAME="skip-navbar_top"></A><!-- ========= END OF TOP NAVBAR ========= --><HR><!-- ======== START OF CLASS DATA ======== --><H2><FONT SIZE="-1">com.rapidminer.operator.preprocessing.outlier</FONT><BR>Class SearchSpace</H2><PRE>java.lang.Object <IMG SRC="../../../../../resources/inherit.gif" ALT="extended by "><B>com.rapidminer.operator.preprocessing.outlier.SearchSpace</B></PRE><HR><DL><DT><PRE>public class <B>SearchSpace</B><DT>extends java.lang.Object</DL></PRE><P>SearchSpace is a class for building a room full of SearchObjects (see class definition) and provides various methods to place those objects into the SearchSpace (by associating those Objects to the list of objects in the SearchSpace) as well as to do some Outlier Tests on those Objects.<P><P><DL><DT><B>Version:</B></DT> <DD>$Id: SearchSpace.java,v 1.3 2008/05/09 19:22:55 ingomierswa Exp $</DD><DT><B>Author:</B></DT> <DD>Stephan Deutsch, Ingo Mierswa</DD></DL><HR><P><!-- ======== CONSTRUCTOR SUMMARY ======== --><A NAME="constructor_summary"><!-- --></A><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor"><TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2"><B>Constructor Summary</B></FONT></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/preprocessing/outlier/SearchSpace.html#SearchSpace()">SearchSpace</A></B>()</CODE><BR> This constructor creates a SearchSpace with (integer) <i>2</i> dimensions as a default and initializes all fields in the instance of that Class with zero values where appropriate.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/preprocessing/outlier/SearchSpace.html#SearchSpace(int)">SearchSpace</A></B>(int dim)</CODE><BR> This constructor creates a SearchSpace with (integer) <i>dim</i> dimensions and initializes all fields in the instance of that Class with zero values where appropriate.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/preprocessing/outlier/SearchSpace.html#SearchSpace(int, int, int)">SearchSpace</A></B>(int dim, int minptslb, int minptsub)</CODE><BR> This constructor creates a SearchSpace with (integer) <i>dim</i> dimensions and initializes all fields in the instance of that Class with zero values where appropriate.</TD></TR></TABLE> <!-- ========== METHOD SUMMARY =========== --><A NAME="method_summary"><!-- --></A><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor"><TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2"><B>Method Summary</B></FONT></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> void</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/preprocessing/outlier/SearchSpace.html#addObject(com.rapidminer.operator.preprocessing.outlier.SearchObject)">addObject</A></B>(<A HREF="../../../../../com/rapidminer/operator/preprocessing/outlier/SearchObject.html" title="class in com.rapidminer.operator.preprocessing.outlier">SearchObject</A> objectToAdd)</CODE><BR> This adds a SearchObject to the SearchSpace.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> void</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/preprocessing/outlier/SearchSpace.html#allRadiusSearch(double, double, int)">allRadiusSearch</A></B>(double d, double p, int kindOfDistance)</CODE><BR> This method invokes the class method radiusODSearch on all objects in the SearchSpace (associated to this Searchroom via the listOfObjects vektor). radiusODSearch does a brute force distance Outlier test based on the parameters d and p for DB(p,d)-Outliers acc. to Knorr and Ng's approach to unify statistical Outlier tests.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> void</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/preprocessing/outlier/SearchSpace.html#computeDKN(int, int)">computeDKN</A></B>(int dk, int n)</CODE><BR> This function computes the D^k_n Outliers according to Ramaswamy, Rastogi and Shim which computes the top-n D^k-Outliers, the outliers (= objects) with the maximum distance to the k-th nearest neighbors.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> void</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/preprocessing/outlier/SearchSpace.html#computeLOF(int, int)">computeLOF</A></B>(int kMin, int kMax)</CODE><BR> Some deeper magic to compute all the LOFs for the objects in the searchroom up to MinPtsUB = kMax!</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> void</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/preprocessing/outlier/SearchSpace.html#findAllKdContainers(int)">findAllKdContainers</A></B>(int kindOfDistance)</CODE><BR> Finds and fills all K distance containers for all objects in the Search Room by invoking the process of finding all k distance containers for one Search Object.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> void</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/preprocessing/outlier/SearchSpace.html#findKdistanceContainers(com.rapidminer.operator.preprocessing.outlier.SearchObject, int)">findKdistanceContainers</A></B>(<A HREF="../../../../../com/rapidminer/operator/preprocessing/outlier/SearchObject.html" title="class in com.rapidminer.operator.preprocessing.outlier">SearchObject</A> so, int kindOfDistance)</CODE><BR> This method processes a sequential search over the SearchSpace for a SearchObject so (named p here to be in line with the literature).</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> double[]</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/preprocessing/outlier/SearchSpace.html#getAverageDistanceMeasures(int)">getAverageDistanceMeasures</A></B>(int kindOfDistance)</CODE><BR> Returns the average distances measures for the objects in the SearchSpace, calculating: mean distance standard deviation variance The calculation is time consuming and should only be invoked if the data set is parsed for the first time (to get a feeling on it for statistical choices of parameters p and d for e.g.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> double[]</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/preprocessing/outlier/SearchSpace.html#getAverageLOFMeasures()">getAverageLOFMeasures</A></B>()</CODE><BR> Returns the average LOF measures for the objects in the SearchSpace, calculating: mean LOF standard deviation variance</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> int</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/preprocessing/outlier/SearchSpace.html#getDimensions()">getDimensions</A></B>()</CODE><BR> Returns the number of dimensions of the SearchSpace.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> double</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/preprocessing/outlier/SearchSpace.html#getMaximumOutlierFactor()">getMaximumOutlierFactor</A></B>()</CODE>⌨️ 快捷键说明
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