Please upload your files to CSNS. The files should include all the source code, documentation (optional), and a text file final.txt which contains detailed instructions on how to compile and run your program on the CS3 server. Note that file uploading will be disabled automatically after 11:59PM of the due date, and late submission will not be accepted.

[SVM Classification] (100pt)

Write a Java program that uses LIBSVM to perform SVM classification. Your program should take the name of an input file as a command line parameter, e.g.

java SVMClassify <inputFile>

The input file will be in the ARFF format with only categorical attributes like car.data.arff. The output of your program should include the following:

• The type of SVM used (i.e. C-SVC, nu-SVC etc.)
• The type of kernel function used (i.e. linear, polynomial, rbf, or sigmoid)
• The value(s) of the kernel function parameter(s)
• The overall accuracy of the classifier based on 10-fold cross validation.

Furthermore, your program must meet the following requirements:

• The program should use libsvm.jar in the LIBSVM 3.11 release but nothing else.
• Any intermediate files created by the program must be temporary files that are set to be deleted on exit.
• The program must be able to classify the cars dataset in less than 10 minutes on CS3.