update website feature matrix

[sonney2k]

End of 2009 we had this

http://www.shogun-toolbox.org/jmlr10/

and we have a python script to generate this from a google docs .csv almost automagically. We need to display the tons of new features on the website.

[karlnapf]

I do not really like feature matrices since then we would have to know what others can do.

I think we should focus on what we can do, and do that in a more interesting looking form, i.e., a hand-written list of features. In fact, this should not be a list but more a general overview of what is possible -- nice to read, and well structured. We can then grow this, and also link against the notebooks or so.

I will try do start something before the release, at least for the new features.

[sonney2k]

I can tell that we got a lot of feedback due to this and it is sth that can be easily extended.

[karlnapf]

Ok, if people like that, we should do it.
I guess I am just concerned about the usefulness of plain lists of things. What does model-selection (x) mean?
Also seems a lot of work to maintain such lists. But if its easy to extend, it is a good thing to do.

I will also try to write a short paragraph on each feature/machine and explain some contexts and problems for what it can be used. Like in the "Implemented method" in doxygen, but much less list-like/technical and more high-level.
Scikit learn website is a great example of useful feature lists

[jondo]

Please add Random Forest to the feature matrix.