Here we compare the loading and score obtained using fastICA to the true loading and score obtained by maximising a direct approximation to negentropy.
Motivation:
- Check whether fastICA always works on two-factor examples.
- Split this into two tests: whether the fastICA objective function has the correct global optima; and, whether the fastICA iterative optimisation correctly finds this global maxima.