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style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></h1> <p><span class=GramE><span style='font-family:"Arial","sans-serif"'>written</span></span><span style='font-family:"Arial","sans-serif"'> by Auttasak Lapapirojn </span></p> <div class=MsoNormal align=center style='text-align:center'><span style='mso-fareast-font-family:"Times New Roman"'> <hr size=2 width="100%" align=center> </span></div> <p><b><span style='font-family:"Arial","sans-serif"'>Table of content </span></b></p> <ul type=disc> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l1 level1 lfo1;tab-stops:list .5in'><span style='font-family: "Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>1. Introduction <o:p></o:p></span></li> </ul> <p class=MsoNormal style='margin-left:.5in'><span style='font-family:"Arial","sans-serif"; mso-fareast-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p> <ul type=disc> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l1 level1 lfo1;tab-stops:list .5in'><span style='font-family: "Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>2. How to setup '<span class=SpellE>rlpmn</span>' <o:p></o:p></span></li> <ul type=circle> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-list:l1 level2 lfo1;tab-stops:list 1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>2.1 Compilation stuff <o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-list:l1 level2 lfo1;tab-stops:list 1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>2.2 Compilation stuff <o:p></o:p></span></li> </ul> </ul> <p class=MsoNormal style='margin-left:.5in'><span style='font-family:"Arial","sans-serif"; mso-fareast-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p> <ul type=disc> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l1 level1 lfo1;tab-stops:list .5in'><span style='font-family: "Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>3. Using '<span class=SpellE>rlpmn</span>' <o:p></o:p></span></li> <ul type=circle> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-list:l1 level2 lfo1;tab-stops:list 1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>3.1 Basic usage <o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-list:l1 level2 lfo1;tab-stops:list 1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>3.2 Require parameters <o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-list:l1 level2 lfo1;tab-stops:list 1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>3.3 Optional parameters <o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-list:l1 level2 lfo1;tab-stops:list 1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>3.4 Parameter file format <o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-list:l1 level2 lfo1;tab-stops:list 1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>3.5 Classification file format <o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-list:l1 level2 lfo1;tab-stops:list 1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>3.6 Network file format <o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-list:l1 level2 lfo1;tab-stops:list 1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>3.7 Output file format <o:p></o:p></span></li> </ul> </ul> <p class=MsoNormal style='margin-left:.5in'><span style='font-family:"Arial","sans-serif"; mso-fareast-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p> <ul type=disc> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l1 level1 lfo1;tab-stops:list .5in'><span style='font-family: "Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>4. Example <o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l1 level1 lfo1;tab-stops:list .5in'><span style='font-family: "Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>5. Reference <o:p></o:p></span></li> </ul> <div class=MsoNormal align=center style='text-align:center'><span style='mso-fareast-font-family:"Times New Roman"'> <hr size=2 width="100%" align=center> </span></div> <p><b><span style='font-family:"Arial","sans-serif"'>1. Introduction </span></b></p> <blockquote style='margin-top:5.0pt;margin-bottom:5.0pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>RLPMN is software that uses to classify unknown node inside multiple input graph. RLPMN stand for &quot;Robust Label Propagation on Multiple Networks&quot;, this program implement the algorithm that describe in paper [1] which referred in the reference section. </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </blockquote> <div class=MsoNormal align=center style='text-align:center'><span style='mso-fareast-font-family:"Times New Roman"'> <hr size=2 width="100%" align=center> </span></div> <p><b><span style='font-family:"Arial","sans-serif"'>2. How to setup '<span class=SpellE>rlpmn</span>' </span></b></p> <ul type=disc> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l2 level1 lfo2;tab-stops:list .5in'><b><span style='font-family: "Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>2.1 Compilation stuff </span></b><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'><o:p></o:p></span></li> </ul> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; margin-left:1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'><o:p>&nbsp;</o:p></span></p> <ul type=disc> <ul type=circle> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-list:l2 level2 lfo2;tab-stops:list 1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>BOOST version 1.38.0 or later, <a href="http://www.boost.org/">click here</a>. <o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-list:l2 level2 lfo2;tab-stops:list 1.0in'><span class=GramE><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>g</span></span><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>++ version 1.3 or later, <a href="http://gcc.gnu.org/">click here</a>. <o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-list:l2 level2 lfo2;tab-stops:list 1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>GNU Make 1.0 or later, <a href="http://gnu.org/">click here</a>. <o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-list:l2 level2 lfo2;tab-stops:list 1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>RLPMN package, <a href="http://www.net-machine.net/%7Ekatolab/rlpmn/rlpmn_code_with_web_page.zip">click here</a>. <o:p></o:p></span></li> </ul> </ul> <p class=MsoNormal style='margin-left:.5in'><span style='font-family:"Arial","sans-serif"; mso-fareast-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p> <ul type=disc> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l2 level1 lfo2;tab-stops:list .5in'><b><span style='font-family: "Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>2.2 Compilation steps </span></b><span style='font-family:"Arial","sans-serif"; mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></li> </ul> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; margin-left:1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'><o:p>&nbsp;</o:p></span></p> <p style='margin-left:1.0in;text-indent:-.25in;mso-list:l2 level2 lfo2; tab-stops:list 1.0in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:12.0pt;font-family:"Courier New";mso-fareast-font-family: "Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='font-family:"Arial","sans-serif"'>Download and setup g++, GNU Make, and <br> BOOST library as describe in its manual. <o:p></o:p></span></p> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; margin-left:1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'><o:p>&nbsp;</o:p></span></p> <p style='margin-left:1.0in;text-indent:-.25in;mso-list:l2 level2 lfo2; tab-stops:list 1.0in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:12.0pt;font-family:"Courier New";mso-fareast-font-family: "Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='font-family:"Arial","sans-serif"'>If BOOST in not install to standard include <br> path of your system, you need to specify <br> path to BOOST library manually. <o:p></o:p></span></p> <p style='margin-left:1.0in'><span style='font-family:"Arial","sans-serif"'>To specify include path, you need to add <br> '-<span class=SpellE>Iboost</span>-library-path' after 'Option= ' <br> in file '<span class=SpellE>makefile</span>' in this folder. <o:p></o:p></span></p> <p style='margin-left:1.0in'><span style='font-family:"Arial","sans-serif"'>Let denote the BOOST library by $(BOOSTPATH), <br> then find the following line in <span class=SpellE>makefile</span>.<o:p></o:p></span></p> <blockquote style='margin-top:5.0pt;margin-bottom:5.0pt'> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; margin-left:1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'><br> Option=-DRELEASE  I$(BOOSTPATH)/boost/ <o:p></o:p></span></p> </blockquote> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; margin-left:1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'><o:p>&nbsp;</o:p></span></p> <p style='margin-left:1.0in;text-indent:-.25in;mso-list:l2 level2 lfo2; tab-stops:list 1.0in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:12.0pt;font-family:"Courier New";mso-fareast-font-family: "Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='font-family:"Arial","sans-serif"'>Change working directory to this folder e.g. <o:p></o:p></span></p> <blockquote style='margin-top:5.0pt;margin-bottom:5.0pt'> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; margin-left:1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'><o:p>&nbsp;</o:p></span></p> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; margin-left:1.0in'><span class=SpellE><span class=GramE><span style='font-family: "Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>cd</span></span></span><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'> some-place/<span class=SpellE>rlpmn</span>/source/ <o:p></o:p></span></p> </blockquote> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; margin-left:1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'><o:p>&nbsp;</o:p></span></p> <p style='margin-left:1.0in;text-indent:-.25in;mso-list:l2 level2 lfo2; tab-stops:list 1.0in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:12.0pt;font-family:"Courier New";mso-fareast-font-family: "Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='font-family:"Arial","sans-serif"'>Clean this project, to ensure cleanness of<br> binary output. <o:p></o:p></span></p> <blockquote style='margin-top:5.0pt;margin-bottom:5.0pt'> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; margin-left:1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'><o:p>&nbsp;</o:p></span></p> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; margin-left:1.0in'><span class=GramE><span style='font-family:"Arial","sans-serif"; mso-fareast-font-family:"Times New Roman"'>make</span></span><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'> clean <o:p></o:p></span></p> </blockquote> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; margin-left:1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'><o:p>&nbsp;</o:p></span></p> <p style='margin-left:1.0in;text-indent:-.25in;mso-list:l2 level2 lfo2; tab-stops:list 1.0in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:12.0pt;font-family:"Courier New";mso-fareast-font-family: "Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='font-family:"Arial","sans-serif"'>Compiling this project by type 'make'. <o:p></o:p></span></p> <blockquote style='margin-top:5.0pt;margin-bottom:5.0pt'> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; margin-left:1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'><o:p>&nbsp;</o:p></span></p> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; margin-left:1.0in'><span class=GramE><span style='font-family:"Arial","sans-serif"; mso-fareast-font-family:"Times New Roman"'>make</span></span><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'> <o:p></o:p></span></p> </blockquote> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; margin-left:1.0in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'><o:p>&nbsp;</o:p></span></p> <p style='margin-left:1.0in;text-indent:-.25in;mso-list:l2 level2 lfo2; tab-stops:list 1.0in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:12.0pt;font-family:"Courier New";mso-fareast-font-family: "Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='font-family:"Arial","sans-serif"'>After compilation finished (without any <br> errors), you will got an executable file <br> named '<span class=SpellE>rlpmn</span>'. <o:p></o:p></span></p> <div class=MsoNormal align=center style='text-align:center'><span style='mso-fareast-font-family:"Times New Roman"'> <hr size=2 width="100%" align=center> </span></div> <p><b><span style='font-family:"Arial","sans-serif"'>3. Using '<span class=SpellE>rlpmn</span>' </span></b></p> <p style='margin-left:.5in;text-indent:-.25in;mso-list:l0 level1 lfo3; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:12.0pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><b><span style='font-family:"Arial","sans-serif"'>3.1 Basic usage </span></b></p> <blockquote style='margin-top:5.0pt;margin-bottom:5.0pt'> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; margin-left:.5in'><span class=GramE><span style='font-family:"Arial","sans-serif"; mso-fareast-font-family:"Times New Roman"'>./</span></span><span class=SpellE><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>rlpmn</span></span><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'> [options] &lt;<span class=SpellE>params</span>&gt; &lt;result&gt; &lt;netw-1&gt; [edge-2] ... [edge-n] </span><span style='mso-fareast-font-family: "Times New Roman"'><o:p></o:p></span></p> </blockquote> <p style='margin-left:.5in;text-indent:-.25in;mso-list:l0 level1 lfo3; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:12.0pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><b><span style='font-family:"Arial","sans-serif"'>3.2 Require parameters </span></b></p> <blockquote style='margin-top:5.0pt;margin-bottom:5.0pt'> <table class=MsoNormalTable border=0 cellpadding=0 style='mso-cellspacing:1.5pt; margin-left:.5in;mso-yfti-tbllook:1184'> <tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes'> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal style='margin-bottom:12.0pt'><span class=SpellE><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>params</span></span><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'> </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td width=25 style='width:18.75pt;padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'>&nbsp;<o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>Path of file that contain these required parameters <br> that are '<span class=SpellE>beta_bias</span>', '<span class=SpellE>beta_net</span>', '<span class=SpellE>beta_y</span>' and 'nu'. </span><span style='mso-fareast-font-family: "Times New Roman"'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:1'> <td style='padding:.75pt .75pt .75pt .75pt'></td> <td style='padding:.75pt .75pt .75pt .75pt'></td> <td style='padding:.75pt .75pt .75pt .75pt'></td> </tr> <tr style='mso-yfti-irow:2'> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal style='margin-bottom:12.0pt'><span style='font-family: "Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>result </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td width=25 style='width:18.75pt;padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'>&nbsp;<o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>Path of file that contain classification result <br> which is represented in equation as 'y'. </span><span style='mso-fareast-font-family: "Times New Roman"'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:3'> <td style='padding:.75pt .75pt .75pt .75pt'></td> <td style='padding:.75pt .75pt .75pt .75pt'></td> <td style='padding:.75pt .75pt .75pt .75pt'></td> </tr> <tr style='mso-yfti-irow:4;mso-yfti-lastrow:yes'> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>edge-1 <br> ...... <br> edge-n </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td width=25 style='width:18.75pt;padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'>&nbsp;<o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>Path of file that describe edges inside each net- <br> work from network-1 to network-n, these networks <br> represented in the equation as 'L' </span><span style='mso-fareast-font-family: "Times New Roman"'><o:p></o:p></span></p> </td> </tr> </table> </blockquote> <p style='margin-left:.5in;text-indent:-.25in;mso-list:l0 level1 lfo3; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:12.0pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><b><span style='font-family:"Arial","sans-serif"'>3.3 Optional parameters </span></b></p> <blockquote style='margin-top:5.0pt;margin-bottom:5.0pt'> <table class=MsoNormalTable border=0 cellpadding=0 style='mso-cellspacing:1.5pt; margin-left:.5in;mso-yfti-tbllook:1184'> <tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes'> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>[-e epsilon ] </span><span style='mso-fareast-font-family: "Times New Roman"'><o:p></o:p></span></p> </td> <td width=25 style='width:18.75pt;padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'>&nbsp;<o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>Specify the value the range of <br> acceptable error, default is 0. </span><span style='mso-fareast-font-family: "Times New Roman"'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:1'> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal style='margin-bottom:12.0pt'><span style='font-family: "Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>[-l maximum-loop] </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td width=25 style='width:18.75pt;padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'>&nbsp;<o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>Specify the number of maximum <br> iteration loop, default value <br> is 10. </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:2'> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal style='margin-bottom:12.0pt'><span style='font-family: "Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>[-o output-path] </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td width=25 style='width:18.75pt;padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'>&nbsp;<o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>Specify the output path, <br> default value is put all <br> output to the <span class=SpellE>stdout</span>. </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:3'> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal style='margin-bottom:12.0pt'><span style='font-family: "Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>[-r begin end] <br> <br> <br style='mso-special-character:line-break'> <![if !supportLineBreakNewLine]><br style='mso-special-character:line-break'> <![endif]></span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td width=25 style='width:18.75pt;padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'>&nbsp;<o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>Specify the range of node's index <br> that will be processed by this <br> program. <o:p></o:p></span></p> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>Sample: -r 1 4 <br> Detail: Process only node 1, 2 and 3 <o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:4;mso-yfti-lastrow:yes'> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal style='margin-bottom:12.0pt'><span style='font-family: "Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>[-t maximum-task] </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td width=25 style='width:18.75pt;padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'>&nbsp;<o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>Specify the number of maximum <br> running tasks, default value is 1. </span><span style='mso-fareast-font-family: "Times New Roman"'><o:p></o:p></span></p> </td> </tr> </table> </blockquote> <p style='margin-left:.5in;text-indent:-.25in;mso-list:l0 level1 lfo3; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:12.0pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><b><span style='font-family:"Arial","sans-serif"'>3.4 Parameter file format </span></b></p> <p style='margin-top:5.0pt;margin-right:0in;margin-bottom:12.0pt;margin-left: .5in'><span style='font-family:"Arial","sans-serif"'>This file use to defined <span class=SpellE>the</span> require parameters for <br> '<span class=SpellE>rlpmn</span>', which are '<span class=SpellE>beta_bias</span>', '<span class=SpellE>beta_net</span>', '<span class=SpellE>beta_y</span>' <br> and 'nu'. For more detail about each parameter please <br> see section 'Reference'. <br> <br> To defined each parameter, the syntax may look like this </span></p> <blockquote style='margin-top:5.0pt;margin-bottom:5.0pt'> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; margin-left:.5in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>P = <span class=GramE>[ N</span> ]( p0, p1, ..., <span class=SpellE>pN</span> ); </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </blockquote> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; margin-left:.5in'><span style='mso-fareast-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p> <table class=MsoNormalTable border=0 cellpadding=0 style='mso-cellspacing:1.5pt; margin-left:.5in;mso-yfti-tbllook:1184'> <tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes'> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>P, </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>Either '<span class=SpellE>beta_bias</span>', '<span class=SpellE>beta_net</span>', '<span class=SpellE>beta_y</span>' <span class=GramE>and</span> 'nu'. </span><span style='mso-fareast-font-family: "Times New Roman"'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:1'> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span class=SpellE><span style='font-family:"Arial","sans-serif"; mso-fareast-font-family:"Times New Roman"'>pI</span></span><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>, </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>Value of parameter at index <span class=SpellE>i-th</span>. </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:2;mso-yfti-lastrow:yes'> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>N, </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>Number of specify values. </span><span style='mso-fareast-font-family: "Times New Roman"'><o:p></o:p></span></p> </td> </tr> </table> <p class=MsoNormal style='mso-margin-top-alt:auto;margin-bottom:12.0pt; margin-left:.5in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>For example </span><span style='mso-fareast-font-family: "Times New Roman"'><o:p></o:p></span></p> <table class=MsoNormalTable border=0 cellpadding=0 style='mso-cellspacing:1.5pt; margin-left:.5in;mso-yfti-tbllook:1184'> <tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes'> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span class=SpellE><span style='font-family:"Arial","sans-serif"; mso-fareast-font-family:"Times New Roman"'>beta_bias</span></span><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'> </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>= [3](0.5,1.0,2.0); </span><span style='mso-fareast-font-family: "Times New Roman"'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:1'> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span class=SpellE><span style='font-family:"Arial","sans-serif"; mso-fareast-font-family:"Times New Roman"'>beta_net</span></span><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'> </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>= [3](0.5,1.0,2.0); </span><span style='mso-fareast-font-family: "Times New Roman"'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:2'> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span class=SpellE><span style='font-family:"Arial","sans-serif"; mso-fareast-font-family:"Times New Roman"'>beta_y</span></span><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'> </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>= [2](500.0,100.0); </span><span style='mso-fareast-font-family: "Times New Roman"'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:3;mso-yfti-lastrow:yes'> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>nu </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>= [3](0.5,0.1,0.2); </span><span style='mso-fareast-font-family: "Times New Roman"'><o:p></o:p></span></p> </td> </tr> </table> <p style='margin-left:.5in;text-indent:-.25in;mso-list:l0 level1 lfo3; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:12.0pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><b><span style='font-family:"Arial","sans-serif"'>3.5 Classification file format </span></b></p> <p style='margin-top:5.0pt;margin-right:0in;margin-bottom:12.0pt;margin-left: .5in'><span style='font-family:"Arial","sans-serif"'>This file contain classification result for target network, <br> the number of line in this files must equal to number of <br> node inside target network. Each line of this file denote <br> by <span class=SpellE>cI</span> which represent the class of each node. </span></p> <blockquote style='margin-top:5.0pt;margin-bottom:5.0pt'> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; margin-left:.5in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>c1 <br> c2 <br> <br> ... <br> <br> <span class=SpellE>cN</span> </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </blockquote> <p class=MsoNormal style='mso-margin-top-alt:auto;margin-bottom:12.0pt; margin-left:.5in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'><br> <span class=SpellE><span class=GramE>cI</span></span>, classification result of node I-<span class=SpellE>th</span>, this value can be <br> either 0 (unknown), 1 (positive) and -1 (negative), as below</span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> <table class=MsoNormalTable border=0 cellpadding=0 style='mso-cellspacing:1.5pt; margin-left:.5in;mso-yfti-tbllook:1184'> <tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes'> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>+0 </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'></td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>node-0 is an unknown case </span><span style='mso-fareast-font-family: "Times New Roman"'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:1'> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>+1 </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'> is  </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>node-1 is a positive case </span><span style='mso-fareast-font-family: "Times New Roman"'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:2;mso-yfti-lastrow:yes'> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>-1 </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'></td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>node-2 is a negative case </span><span style='mso-fareast-font-family: "Times New Roman"'><o:p></o:p></span></p> </td> </tr> </table> <p style='margin-left:.5in;text-indent:-.25in;mso-list:l0 level1 lfo3; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:12.0pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><b><span style='font-family:"Arial","sans-serif"'>3.6 Network file format </span></b></p> <p style='margin-top:5.0pt;margin-right:0in;margin-bottom:12.0pt;margin-left: .5in'><span style='font-family:"Arial","sans-serif"'>This file use to describe the relation between each <br> node in label graph. Each line of this file consist <br> of three parts p, q and t which shown below. </span></p> <blockquote style='margin-top:5.0pt;margin-bottom:5.0pt'> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; margin-left:.5in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>p1, q1, t1 <br> p2, q2, t2 <br> <br> .......... <br> <br> <span class=SpellE>pN</span>, <span class=SpellE>qN</span>, <span class=SpellE><span class=GramE>tN</span></span> </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </blockquote> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; margin-left:.5in'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'><br> <span class=SpellE><span class=GramE>pI</span></span>, index of source node of edge I-<span class=SpellE>th</span>. <br> <span class=SpellE><span class=GramE>qI</span></span>, index of destination node of edge I-<span class=SpellE>th</span>. <br> <span class=SpellE><span class=GramE>tI</span></span>, zero or one indicate the existence of edge I-<span class=SpellE>th</span>. <br> <br> <br> For example </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> <table class=MsoNormalTable border=0 cellpadding=0 style='mso-cellspacing:1.5pt; margin-left:.5in;mso-yfti-tbllook:1184'> <tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes'> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>0, 1, 1 </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'></td> <td style='padding:.75pt .75pt .75pt .75pt'></td> <td width=50 style='width:37.5pt;padding:.75pt .75pt .75pt .75pt'></td> <td style='padding:.75pt .75pt .75pt .75pt'></td> </tr> <tr style='mso-yfti-irow:1'> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>0, 2, 1 </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td width=50 style='width:37.5pt;padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'>&nbsp;<o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>is</span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td width=50 style='width:37.5pt;padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'>&nbsp;<o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>1 --- 0 --- 2 </span><span style='mso-fareast-font-family: "Times New Roman"'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:2;mso-yfti-lastrow:yes'> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>1, 2, 0 </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'></td> <td style='padding:.75pt .75pt .75pt .75pt'></td> <td width=50 style='width:37.5pt;padding:.75pt .75pt .75pt .75pt'></td> <td style='padding:.75pt .75pt .75pt .75pt'></td> </tr> </table> <p style='margin-left:.5in;text-indent:-.25in;mso-list:l0 level1 lfo3; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:12.0pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><b><span style='font-family:"Arial","sans-serif"'>3.7 Output file format </span></b></p> <p style='margin-top:5.0pt;margin-right:0in;margin-bottom:12.0pt;margin-left: .5in'><span style='font-family:"Arial","sans-serif"'>This file contain the feature vector that extract from <br> the specify network(s). This file begin with running <br> condition then follow by the value of parameter 'u' <br> and 'f', then the value of 'ROC' score. </span></p> <blockquote style='margin-top:5.0pt;margin-bottom:5.0pt'> <p class=MsoNormal style='margin-left:.5in'><span style='font-family:"Arial","sans-serif"; mso-fareast-font-family:"Times New Roman"'>Combination-id <span class=SpellE>beta_bias</span> <span class=GramE>= ?</span>, <span class=SpellE>beta_net</span> = ?, <span class=SpellE>beta_y</span> = ?, nu = ? <br> <br> <span class=SpellE>fI</span> = [N]( fI1, fI2, ..., <span class=SpellE>fIN</span> ) <br> <span class=SpellE>uI</span> = [N]( uI1, uI2, ..., <span class=SpellE>uIN</span> ) <br> <br> .............................. <br> <br> <span class=SpellE>fM</span> = [N]( fM1, fM2, ..., <span class=SpellE>fMN</span> ) <br> <span class=SpellE>uM</span> = [N]( uM1, uM2, ..., <span class=SpellE>uMN</span> ) <br> <br> ROC == ??? <br> ### <br>  </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </blockquote> <p class=MsoNormal style='margin-left:.5in'><span class=GramE><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>id</span></span><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'>, Unique id for each running condition of target networks. <br> <span class=SpellE><span class=GramE>fI</span></span>, feature vector of each node. <br> <span class=SpellE><span class=GramE>uI</span></span>, feature vector of each network. <br> ROC, score that use to determine coverage of the output. </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> <div class=MsoNormal align=center style='text-align:center'><span style='mso-fareast-font-family:"Times New Roman"'> <hr size=2 width="100%" align=center> </span></div> <p><b><span style='font-family:"Arial","sans-serif"'>4. Example </span></b></p> <blockquote style='margin-top:5.0pt;margin-bottom:5.0pt'> <p class=MsoNormal><span style='font-family:"Arial","sans-serif";mso-fareast-font-family: "Times New Roman"'>In this example, we want to obtain feature vector of <br> each edge inside two testing networks by using '<span class=SpellE>rlpmn</span>', <br> running result store in file 'output.txt'. <br>  <br>  <span class=GramE>./</span><span class=SpellE>rlpmn</span> -o output.txt \ <br>   ../data/<span class=SpellE>test.parameters.prm</span> \ <br>   <span class=GramE> ..</span>/data/<span class=SpellE>test.classifys.csv</span> \ <br>   <span class=GramE> ..</span>/data/test.network-001.csv \ <br>   <span class=GramE> ..</span>/data/test.network-002.csv </span><span style='mso-fareast-font-family:"Times New Roman"'><o:p></o:p></span></p> </blockquote> <div class=MsoNormal align=center style='text-align:center'><span style='font-family:"Arial","sans-serif";mso-fareast-font-family:"Times New Roman"'> <hr size=2 width="100%" align=center> </span></div> <p><b><span style='font-family:"Arial","sans-serif"'>5. Reference </span></b><span style='font-family:"Arial","sans-serif"'><o:p></o:p></span></p> <blockquote style='margin-top:5.0pt;margin-bottom:5.0pt'> <table class=MsoNormalTable border=0 cellpadding=0 style='mso-cellspacing:1.5pt; mso-yfti-tbllook:1184'> <tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal style='margin-bottom:12.0pt'><span style='mso-fareast-font-family: "Times New Roman"'>[1] <br style='mso-special-character:line-break'> <![if !supportLineBreakNewLine]><br style='mso-special-character:line-break'> <![endif]><o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'>&nbsp;<o:p></o:p></span></p> </td> <td style='padding:.75pt .75pt .75pt .75pt'> <p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'>Tsuyoshi Kato, <span class=SpellE>Hisashi</span> Kashima, and Masashi Sugiyama: <br> Robust Label Propagation on Multiple Networks, IEEE <br> Transactions on Neural Networks, Vol.20, No.1, pp.35--44, 2008. <o:p></o:p></span></p> </td> </tr> </table> <p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p> </blockquote> </div> </body> </html>