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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_03) on Fri Jun 03 16:24:26 CDT 2005 --><TITLE></TITLE><META NAME="keywords" CONTENT=" package"><LINK REL ="stylesheet" TYPE="text/css" HREF="stylesheet.css" TITLE="Style"></HEAD><BODY BGCOLOR="white"><!-- ========= 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" CELLPADDING="0" CELLSPACING="3" SUMMARY=""> <TR ALIGN="center" VALIGN="top"> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="package-summary.html"><FONT CLASS="NavBarFont1"><B>Package</B></FONT></A> </TD> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <FONT CLASS="NavBarFont1">Class</FONT> </TD> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="package-tree.html"><FONT CLASS="NavBarFont1"><B>Tree</B></FONT></A> </TD> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="deprecated-list.html"><FONT CLASS="NavBarFont1"><B>Deprecated</B></FONT></A> </TD> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="index-all.html"><FONT CLASS="NavBarFont1"><B>Index</B></FONT></A> </TD> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="help-doc.html"><FONT CLASS="NavBarFont1"><B>Help</B></FONT></A> </TD> </TR></TABLE></TD><TD ALIGN="right" VALIGN="top" ROWSPAN=3><EM></EM></TD></TR><TR><TD BGCOLOR="white" CLASS="NavBarCell2"><FONT SIZE="-2"> PREV PACKAGE NEXT PACKAGE</FONT></TD><TD BGCOLOR="white" CLASS="NavBarCell2"><FONT SIZE="-2"> <A HREF="index.html?package-summary.html" target="_top"><B>FRAMES</B></A> <A HREF="package-summary.html" target="_top"><B>NO FRAMES</B></A> <SCRIPT type="text/javascript"> <!-- if(window==top) { document.writeln('<A HREF="allclasses-noframe.html"><B>All Classes</B></A>'); } //--></SCRIPT><NOSCRIPT> <A HREF="allclasses-noframe.html"><B>All Classes</B></A></NOSCRIPT></FONT></TD></TR></TABLE><A NAME="skip-navbar_top"></A><!-- ========= END OF TOP NAVBAR ========= --><HR><H2>Package <Unnamed></H2><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor"><TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2"><B>Interface Summary</B></FONT></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="IFAlgorithm.html" title="interface in <Unnamed>">IFAlgorithm</A></B></TD><TD>This interface is designed to be the base for all algorithms</TD></TR></TABLE> <P><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor"><TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2"><B>Class Summary</B></FONT></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="Algorithm.html" title="class in <Unnamed>">Algorithm</A></B></TD><TD>Base class for all pattern recognition algorithms</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="AlgorithmED.html" title="class in <Unnamed>">AlgorithmED</A></B></TD><TD>implements the euclidean distance algorithm.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="AlgorithmKMeans.html" title="class in <Unnamed>">AlgorithmKMeans</A></B></TD><TD>implements the K nearest neighbor algorithms</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="AlgorithmLBG.html" title="class in <Unnamed>">AlgorithmLBG</A></B></TD><TD>implements the LBG algorithm</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="AlgorithmLDA.html" title="class in <Unnamed>">AlgorithmLDA</A></B></TD><TD>Implements the Linear Discriminant Analysis Algorithm</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="AlgorithmLDA2.html" title="class in <Unnamed>">AlgorithmLDA2</A></B></TD><TD>Implements the class dependent Linear Discriminant Algorithm</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="AlgorithmLDAPCA.html" title="class in <Unnamed>">AlgorithmLDAPCA</A></B></TD><TD>Implements the combined LDA and PCA algorithm.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="AlgorithmLP.html" title="class in <Unnamed>">AlgorithmLP</A></B></TD><TD> </TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="AlgorithmNN.html" title="class in <Unnamed>">AlgorithmNN</A></B></TD><TD> </TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="AlgorithmPCA.html" title="class in <Unnamed>">AlgorithmPCA</A></B></TD><TD>Operation of the PCA Class-Independent Algorithm</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="AlgorithmPCA2.html" title="class in <Unnamed>">AlgorithmPCA2</A></B></TD><TD>Operation of the PCA Class-Independent Algorithm</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="AlgorithmPF.html" title="class in <Unnamed>">AlgorithmPF</A></B></TD><TD> </TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="AlgorithmRVM.html" title="class in <Unnamed>">AlgorithmRVM</A></B></TD><TD>Algorithm Relevance Vector Machines</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="AlgorithmSVM.html" title="class in <Unnamed>">AlgorithmSVM</A></B></TD><TD>Algorithm Support Vector Machines</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="BiNormal.html" title="class in <Unnamed>">BiNormal</A></B></TD><TD> </TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="Classify.html" title="class in <Unnamed>">Classify</A></B></TD><TD>Classify is the main driver program that extend JApplet and is the class called when the applet is loaded, which inturn initialize all other objects and components need to run the applet hierarchy: JApplet->Classify</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="Covariance.html" title="class in <Unnamed>">Covariance</A></B></TD><TD>Covariance as the name sggests computes the covariance matrix given two random vectors i.e., the X = (x1, x2, x3 ...) and Y = (y1, y2, y3 ...)</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="DataPoints.html" title="class in <Unnamed>">DataPoints</A></B></TD><TD>class holds the input DataPoints classes that are to be classified as well as the classification algorithms needed to compute the decision regions</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="DecisionRegion.html" title="class in <Unnamed>">DecisionRegion</A></B></TD><TD>class: DecisionRegion class that stores the point of the various decision regions computed</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="DisplayArea.html" title="class in <Unnamed>">DisplayArea</A></B></TD><TD>Title: DisplayArea</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="DisplayScale.html" title="class in <Unnamed>">DisplayScale</A></B></TD><TD>class holds the input DataPoints classes that are to be classified as well as the classification algorithms needed to compute the decision regions</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="Eigen.html" title="class in <Unnamed>">Eigen</A></B></TD><TD>this class takes in square matrix and computes the eigen values and its corresponding eigen vectors for the matrix</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="InputPanel.html" title="class in <Unnamed>">InputPanel</A></B></TD><TD>class acts as a top level container that emcompasses the input plot hierarchy: JPanel->SubPanel->InputPanel</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="interpolate.html" title="class in <Unnamed>">interpolate</A></B></TD><TD>Interpolate class</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="MainMenu.html" title="class in <Unnamed>">MainMenu</A></B></TD><TD>implement the menu driven system that drives the applet hierarchy: JPanel->SubPanel->MainMenu</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="MathUtil.html" title="class in <Unnamed>">MathUtil</A></B></TD><TD>class that round off floating point numbers to the specified number of decimal places givem</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="Matrix.html" title="class in <Unnamed>">Matrix</A></B></TD><TD>this class represents a matrix object and performs matrix operations that are needed to compute the eigenvectors and eigenvalues</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="MyPoint.html" title="class in <Unnamed>">MyPoint</A></B></TD><TD>implement the equivalent of the AWT class points except this can use floation point numbers fromt he time domain</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="OutputPanel.html" title="class in <Unnamed>">OutputPanel</A></B></TD><TD>OutputPanel acts as the top level container that encompasses the output plot that displays the input classes as well as the decision regions heirarchy: JPanel->SubPanel->OutputPanel</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="ProcessBox.html" title="class in <Unnamed>">ProcessBox</A></B></TD><TD>ProcessBox inplements the text area to the right of the applet that acts as a process description for the various algorithms being used hierarchy: JPanel->SubPanel->ProcessBox</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="ProgressBar.html" title="class in <Unnamed>">ProgressBar</A></B></TD><TD>class: ProgressBar ProgressBar inplements the text area to the right of the applet that acts as a process description for the various algorithms being used hierarchy: JPanel->SubPanel->ProgressBar</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="SelectionArea.html" title="class in <Unnamed>">SelectionArea</A></B></TD><TD>SelectionArea extend a JPanle and is used to implements the plotting area for the data input classes hierarchy: JPanel->SelectionArea</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD WIDTH="15%"><B><A HREF="SubPanel.html" title="class in <Unnamed>">SubPanel</A></B></TD><TD>class: SubPanel creates a framed panel with layout type of GridBagLayout hierarchy: JPanel->SubPanel</TD></TR></TABLE> <P><DL></DL><HR><!-- ======= START OF BOTTOM NAVBAR ====== --><A NAME="navbar_bottom"><!-- --></A><A HREF="#skip-navbar_bottom" 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_bottom_firstrow"><!-- --></A><TABLE BORDER="0" CELLPADDING="0" CELLSPACING="3" SUMMARY=""> <TR ALIGN="center" VALIGN="top"> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="package-summary.html"><FONT CLASS="NavBarFont1"><B>Package</B></FONT></A> </TD> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <FONT CLASS="NavBarFont1">Class</FONT> </TD> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="package-tree.html"><FONT CLASS="NavBarFont1"><B>Tree</B></FONT></A> </TD> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="deprecated-list.html"><FONT CLASS="NavBarFont1"><B>Deprecated</B></FONT></A> </TD> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="index-all.html"><FONT CLASS="NavBarFont1"><B>Index</B></FONT></A> </TD> <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="help-doc.html"><FONT CLASS="NavBarFont1"><B>Help</B></FONT></A> </TD> </TR></TABLE></TD><TD ALIGN="right" VALIGN="top" ROWSPAN=3><EM></EM></TD></TR><TR><TD BGCOLOR="white" CLASS="NavBarCell2"><FONT SIZE="-2"> PREV PACKAGE NEXT 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