GoldDescriptor, GoldSelector and GoldSplitter: Allow to specify to restrict to a small part of the dataset

[Yann-CV]

During testing, it can be useful to test only few samples in a given dataset.

Descriptor, goldselector and godsplitter should allow to specify a number of batch