SVM vs. Logistic Regression

We first used logistic regression to create our classifiers. Next, we explored the use of SVM's using the Matlab version of LIBSVM and found SVM's to be both faster and more accurate. We also tested different kernels, including linear, RBF, and histogram intersection (see source code) and found the best results using the histogram intersection kernel.