Grtz, if you are still around I would like to know how your ML research/trading is doing. I spent a month learning SVMs and doing all sorts of tests with LIBSVM and MATLAB for ETFS and stocks (SPY, QQQ, GLD, TLT, AAPL, AMZN and others) Features included ROC, RSI with various lookback periods...