nndvl.tex

it is the Data Mining Algorithm source code.

\documentclass[a4paper]{article}
\usepackage{graphicx}
\pagestyle{empty}

\headheight0mm
\headsep0mm
\topskip0mm
\parindent0mm

%-----------------------------------------------------------------------

\newcount\diagwd\diagwd=52
\newcount\diaght\diaght=38
\newcount\colwd \colwd=\diagwd\advance\colwd2
\newcount\rowht \rowht=\diaght\advance\rowht2
\newcount\gridwd\gridwd=\colwd\multiply\gridwd2\advance\gridwd\diagwd
\newcount\gridht\gridht=\rowht\multiply\gridht5\advance\gridht\diaght
\newcount\tmpwd
\newcount\tmpht

\unitlength1mm

\textwidth\gridwd\unitlength

\oddsidemargin\paperwidth
\advance\oddsidemargin-\textwidth
\divide \oddsidemargin2
\advance\oddsidemargin-1in

\textheight\gridht\unitlength
\advance\textheight6mm

\topmargin\paperheight
\advance\topmargin-\textheight
\divide\topmargin2
\advance\topmargin-1in

\def\diagpage#1{\centerline{#1}\vfill
  \begin{picture}(\gridwd,\gridht)}
\def\enddiagpage{%
  \end{picture}}

\def\legend(#1,#2)#3{%
  \tmpwd=#1\multiply\tmpwd\colwd
  \tmpht=#2\multiply\tmpht\rowht
  \put(\tmpwd,\tmpht){%
    \multiput(0,0)(\diagwd,0){2}{\line(0,1){\diaght}}
    \multiput(0,0)(0,\diaght){2}{\line(1,0){\diagwd}}
    \makebox(\diagwd,\diaght){\begin{tabular}{l}#3\end{tabular}}
  }
}

\def\diag(#1,#2)#3{%
  \tmpwd=#1\multiply\tmpwd\colwd
  \tmpht=#2\multiply\tmpht\rowht
  \put(\tmpwd,\tmpht){%
    \makebox(\diagwd,\diaght){\includegraphics{#3}}}
}

\begin{document}

%-----------------------------------------------------------------------
% legend
%-----------------------------------------------------------------------

\begin{diagpage}{data set, number of clusters}
\legend(0,5){fuzzy $c$-means  \\ step expansion \\ ~}
\legend(0,4){fuzzy $c$-means  \\ momentum term  \\ ~}
\legend(0,3){fuzzy $c$-means  \\ other methods  \\ ~}
\legend(0,2){fuzzy $c$-means  \\ standard update \\ trials and average}
\legend(0,1){axes-parallel GK \\ standard update \\ trials and average}
\legend(0,0){general GK       \\ standard update \\ trials and average}
%
\legend(1,5){axes-parallel GK \\ step expansion \\ for centers only}
\legend(1,4){axes-parallel GK \\ momentum term  \\ for centers only}
\legend(1,3){axes-parallel GK \\ other methods  \\ for centers only}
\legend(1,2){axes-parallel GK \\ step expansion \\ for all parameters}
\legend(1,1){axes-parallel GK \\ momentum term  \\ for all parameters}
\legend(1,0){axes-parallel GK \\ other methods  \\ for all parameters}
%
\legend(2,5){general GK       \\ step expansion \\ for centers only}
\legend(2,4){general GK       \\ momentum term  \\ for centers only}
\legend(2,3){general GK       \\ other methods  \\ for centers only}
\legend(2,2){general GK       \\ step expansion \\ for all parameters}
\legend(2,1){general GK       \\ momentum term  \\ for all parameters}
\legend(2,0){general GK       \\ other methods  \\ for all parameters}
\end{diagpage}

%-----------------------------------------------------------------------
% iris
%-----------------------------------------------------------------------

\begin{diagpage}{iris data, 3 clusters}
\diag(0,5){iris03} \diag(1,5){iris06} \diag(2,5){iris12}
\diag(0,4){iris04} \diag(1,4){iris07} \diag(2,4){iris13}
\diag(0,3){iris05} \diag(1,3){iris08} \diag(2,3){iris14}
\diag(0,2){iris00} \diag(1,2){iris09} \diag(2,2){iris15}
\diag(0,1){iris01} \diag(1,1){iris10} \diag(2,1){iris16}
\diag(0,0){iris02} \diag(1,0){iris11} \diag(2,0){iris17}
\end{diagpage}

%-----------------------------------------------------------------------
% wsel 3
%-----------------------------------------------------------------------

\begin{diagpage}{wsel data (wine, attributes 7, 10, 13), 3 clusters}
\diag(0,5){wsel303} \diag(1,5){wsel306} \diag(2,5){wsel312}
\diag(0,4){wsel304} \diag(1,3){wsel308} \diag(2,4){wsel313}
\diag(0,3){wsel305} \diag(1,4){wsel307} \diag(2,3){wsel314}
\diag(0,2){wsel300} \diag(1,2){wsel309} \diag(2,2){wsel315}
\diag(0,1){wsel301} \diag(1,1){wsel310} \diag(2,1){wsel316}
\diag(0,0){wsel302} \diag(1,0){wsel311} \diag(2,0){wsel317}
\end{diagpage}

%-----------------------------------------------------------------------
% wsel 6
%-----------------------------------------------------------------------

\begin{diagpage}{wsel data (wine, attributes 7, 10, 13), 6 clusters}
\diag(0,5){wsel603} \diag(1,5){wsel606} \diag(2,5){wsel612}
\diag(0,4){wsel604} \diag(1,4){wsel607} \diag(2,4){wsel613}
\diag(0,3){wsel605} \diag(1,3){wsel608} \diag(2,3){wsel614}
\diag(0,2){wsel600} \diag(1,2){wsel609} \diag(2,2){wsel615}
\diag(0,1){wsel601} \diag(1,1){wsel610} \diag(2,1){wsel616}
\diag(0,0){wsel602} \diag(1,0){wsel611} \diag(2,0){wsel617}
\end{diagpage}

%-----------------------------------------------------------------------
% wine 3
%-----------------------------------------------------------------------

\begin{diagpage}{wine data (all attributes), 3 clusters}
\diag(0,5){wine303} \diag(1,5){wine306} \diag(2,5){wine312}
\diag(0,4){wine304} \diag(1,4){wine307} \diag(2,4){wine313}
\diag(0,3){wine305} \diag(1,3){wine308} \diag(2,3){wine314}
\diag(0,2){wine300} \diag(1,2){wine309} \diag(2,2){wine315}
\diag(0,1){wine301} \diag(1,1){wine310} \diag(2,1){wine316}
\diag(0,0){wine302} \diag(1,0){wine311} \diag(2,0){wine317}
\end{diagpage}

%-----------------------------------------------------------------------
% wine 6
%-----------------------------------------------------------------------

\begin{diagpage}{wine data (all attributes), 6 clusters}
\diag(0,5){wine603} \diag(1,5){wine606} \diag(2,5){wine612}
\diag(0,4){wine604} \diag(1,4){wine607} \diag(2,4){wine613}
\diag(0,3){wine605} \diag(1,3){wine608} \diag(2,3){wine614}
\diag(0,2){wine600} \diag(1,2){wine609} \diag(2,2){wine615}
\diag(0,1){wine601} \diag(1,1){wine610} \diag(2,1){wine616}
\diag(0,0){wine602} \diag(1,0){wine611} \diag(2,0){wine617}
\end{diagpage}

%-----------------------------------------------------------------------
% breast
%-----------------------------------------------------------------------

\begin{diagpage}{breast cancer data, 2 clusters}
\diag(0,5){breast03} \diag(1,5){breast06} \diag(2,5){breast12}
\diag(0,4){breast04} \diag(1,4){breast07} \diag(2,4){breast13}
\diag(0,3){breast05} \diag(1,3){breast08} \diag(2,3){breast14}
\diag(0,2){breast00} \diag(1,2){breast09} \diag(2,2){breast15}
\diag(0,1){breast01} \diag(1,1){breast10} \diag(2,1){breast16}
\diag(0,0){breast02} \diag(1,0){breast11} \diag(2,0){breast17}
\end{diagpage}

%-----------------------------------------------------------------------
% abalone 3
%-----------------------------------------------------------------------

\begin{diagpage}{abalone data, 3 clusters}
\diag(0,5){abalone303} \diag(1,5){abalone306} \diag(2,5){abalone312}
\diag(0,4){abalone304} \diag(1,4){abalone307} \diag(2,4){abalone313}
\diag(0,3){abalone305} \diag(1,3){abalone308} \diag(2,3){abalone314}
\diag(0,2){abalone300} \diag(1,2){abalone309} \diag(2,2){abalone315}
\diag(0,1){abalone301} \diag(1,1){abalone310} \diag(2,1){abalone316}
\diag(0,0){abalone302} \diag(1,0){abalone311} \diag(2,0){abalone317}
\end{diagpage}

%-----------------------------------------------------------------------
% abalone 6
%-----------------------------------------------------------------------

\begin{diagpage}{abalone data, 6 clusters}
\diag(0,5){abalone603} \diag(1,5){abalone606} \diag(2,5){abalone612}
\diag(0,4){abalone604} \diag(1,4){abalone607} \diag(2,4){abalone613}
\diag(0,3){abalone605} \diag(1,3){abalone608} \diag(2,3){abalone614}
\diag(0,2){abalone600} \diag(1,2){abalone609} \diag(2,2){abalone615}
\diag(0,1){abalone601} \diag(1,1){abalone610} \diag(2,1){abalone616}
\diag(0,0){abalone602} \diag(1,0){abalone611} \diag(2,0){abalone617}
\end{diagpage}

%-----------------------------------------------------------------------

\end{document}