/*
?*????This?program?is?free?software;?you?can?redistribute?it?and/or?modify
?*????it?under?the?terms?of?the?GNU?General?Public?License?as?published?by
?*????the?Free?Software?Foundation;?either?version?2?of?the?License?or
?*????（at?your?option）?any?later?version.
?*
?*????This?program?is?distributed?in?the?hope?that?it?will?be?useful
?*????but?WITHOUT?ANY?WARRANTY;?without?even?the?implied?warranty?of
?*????MERCHANTABILITY?or?FITNESS?FOR?A?PARTICULAR?PURPOSE.??See?the
?*????GNU?General?Public?License?for?more?details.
?*
?*????You?should?have?received?a?copy?of?the?GNU?General?Public?License
?*????along?with?this?program;?if?not?write?to?the?Free?Software
?*????Foundation?Inc.?675?Mass?Ave?Cambridge?MA?02139?USA.
?*/

/*
?*????Example.java
?*????Copyright?（C）?2005?Yasser?EL-Manzalawy
?*
?*/

/*
?*?This?exmaple?deomnstrates?how?to?use?WLSVM?classifier.
?*/



import?weka.classifiers.Evaluation;
import?wlsvm.WLSVM;

public?class?Example?{
	public?static?void?main（String[]?argv）throws?Exception{
		if?（argv.length?			System.out.println（“Usage:?Example?“）;
			System.exit（1）;
		}
		
		String?dataFile?=?argv[0];??//?input?arff?file
		?		
		WLSVM?lib?=?new?WLSVM（）;
			
		String[]?ops?=?{new?String（“-t“）
				dataFile
				new?String（“-x“）		//?5?folds?CV
				new?String（“5“）
				new?String（“-i“）		//
				//---------------
				new?String（“-S“）		//?WLSVM?options
				new?String（“0“）		//?Classification?problem
				new?String（“-K“）???????//?RBF?kernel
				new?String（“2“）
				new?String（“-G“）???????//?gamma
				new?String（“1“）
				new?String（“-C“）???????//?C
				new?String（“7“）
				new?String（“-Z“）???????//?normalize?input?data
				new?String（“1“）
				new?String（“-M“）???????//?cache?size?in?MB
				new?String（“100“）				
				};
		
		System.out.println（Evaluation.evaluateModel（libops））;
	}
}

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2005-10-12?12:44??WLSVM\
?????文件?????????976??2005-10-06?17:11??WLSVM\COPYRIGHT
?????目錄???????????0??2005-10-06?17:13??WLSVM\Examples\
?????文件????????1912??2005-10-11?16:35??WLSVM\Examples\Example.java
?????目錄???????????0??2005-10-11?16:34??WLSVM\lib\
?????文件??????116434??2005-10-11?15:56??WLSVM\lib\libsvm.jar
?????文件???????15409??2005-11-08?23:29??WLSVM\lib\wlsvm.jar
?????文件???????17977??2003-03-14?08:35??WLSVM\LICENSE
?????文件????????2756??2005-10-22?15:30??WLSVM\README
?????文件????????1496??2005-06-14?10:05??WLSVM\README.libsvm
?????文件???????14174??2004-10-02?04:18??WLSVM\README.weka
?????目錄???????????0??2005-10-12?12:44??WLSVM\src\
?????目錄???????????0??2005-10-12?12:44??WLSVM\src\wlsvm\
?????文件???????15085??2005-11-08?23:26??WLSVM\src\wlsvm\WLSVM.class
?????文件???????20042??2005-11-08?23:26??WLSVM\src\wlsvm\WLSVM.java