LDA.cpp eigennized

I have changed the LAPACK codes into EIGEN3 for the binary classification through LDA.
nope. just dont overwrite it internally
if its set to auto, leave it at auto. do the algorithm distinction with || in the if then else

```
if(m_method == FLD_LDA || (m_method == FLD_AUTO && num_vec>num_feat))
```