Examples using explicit kernel matrices

[cesarsouza]

Include examples showing how to create kernel matrices from the kernel functions and feed them in the SVM learning algorithms.

[cesarsouza]

Fixed on release 3.3.0. An example will be added to the documentation of the Precomputed kernel class.