For CERT LFI we wish to put  in some emotion weights for CERT4_4 as place 
holders for the next CERT system with spatio-temporal Gabors, so that the 
Canadians can extend their happy-angry maze in the meantime. 

It needs to be a 2-stage process.

The attached file has 2 variables

Wemo  19X7   A set of weights that piggyback on CERT4_4 au outputs.
aulist   19       A list of which AUs are inputs to the weight matrix.

The conversion is just linear:

emotions=[CERT4_4 outputs for aulist in numerical order]*Wemo

The emotion channels are  anger,disgust,fear,happy,sad surprised neutral

There is no softmax conversion.

I will see how the GUI works, and run on a couple of types of data before 
figuring out the softmax parameters. This is the second (optional) phase.
We may just stick with the linear system if that is usable.

Gwen


Where to store the data:
1) External XML file
    new format
    create a class to load the data and run the multiplication
2) Config file
    133 points, getting unwieldy
    Code can be a single function call in C
3) In the code itself
    Harder to maintain
    C or C++