I'm currently experimenting with classification and regression trees for predicting if a trade will be profitable or not. The results look quite promising so far - the profit almost doubles when I filter out trades with rules generated by a relatively simple regression tree. But some more research is required. Has anyone already made experiences with tree based machine learning algorithms, such as CART? And is there some interest that I share my results here?