In this talk, I will report the progress I made in my research since my last Tamale presentation last Fall. I will review the feature selection algorithm FortalFS, report new experimental results and discuss two improvement directions I have concentrated: the improvement of the FortalFS search strategy and the possibility to work with weighting algorithms such as Relief.