LIBLINEAR . When to use LIBLINEAR but not LIBSVM There are some large data for which with/without nonlinear mappings gives similar performances Without using kernels one can quickly train a much larger set via a linear classifier Document classifiion is one such appliion In the following example (20 242 instances and 47 236 features available on LIBSVM data sets) the crossvalidation ...