Included shrinkage section in LDA/QDA documentation.
Added figure to illustrate the effect of shrinkage.
Merge remote-tracking branch 'martin/slda' into slda
Updated image path.
Added tests for the new LDA implementation
using floating point data for LDA tests
fixed default dimensionality of LDA transform

(made it compatible with original implementation)