Showing posts with label machine learning. Show all posts
Showing posts with label machine learning. Show all posts

Thursday, September 3, 2009

Getting LibSVM to work with Weka on Mac

Somehow, the only way to use LibSVM with Weka is by using the bash command-line.



Step 1: Get Weka.
Assume the bleeding edge version 3.7.0. Unzip and put in /Applications folder.

Step 2: Get LibSVM.
a. Iowa State site (http://www.cs.iastate.edu/~yasser/wlsvm/wlsvm.zip):
If you use Safari to download, it will be unzipped in the Downloads directory. The files you need are ~/Downloads/WLSVM/lib/wlsvm.jar and /Downloads/WLSVM/lib/libsvm.jar
b. Taiwan site(http://www.csie.ntu.edu.tw/~cjlin/libsvm/libsvm-2.89.zip):
Using Safari to download, the file you need is ~/Downloads/libsvm-2.89/java/libsvm.jar

Step 3: Open Terminal and copy to Weka.app. Assume you have privileges to write into Weka.app.
a. Iowa State version:
$ cp ~/Downloads/WLSVM/lib/*.jar /Applications/Weka/weka-3-7-0.app/Contents/Resources/Java
b. Taiwan version:
$ cp ~/Downloads/libsvm-2.89/java/libsvm.jar /Applications/Weka/weka-3-7-0.app/Contents/Resources/Java

Step 4: Set CLASSPATH
$ export CLASSPATH=$CLASSPATH:/Applications/Weka/weka-3-7-0.app/Contents/Resources/Java/

Step 5:Run Weka from Terminal!
$ java -classpath $CLASSPATH:weka.jar:libsvm.jar weka.gui.GUIChooser &

Conclusion: Bash sucks less!