Which is the best off-the-shelf classifier?

If you are thinking of using some random classifier to solve the classification problem for your own data, then your best option would be to try Random Forest or a Support Vector Machines (SVM) with Gaussian Kernel. In a recent study these two algorithms have proven to be the most effective among nearly 200 other algorithms tested …