Thanks for the answer. I am interested you say you prefer information from the bars (High, Open, Low, Close). In my studies I have read that simplifying the data makes it better: SSA, Wavelets, ICA etc. I made my tests and indeed when I use a SSA it makes a better prediction. However it depends...