Quote from jo0477:
No one is saying that its not possible to code a rule based system based on "contextual clues", but I believe that it must be extremely difficult. I would imagine the problem would lie in culling the logic down to a level of complexity where it is codable yet keeping the system functional and at a point where you are comfortable letting it run. Congrats Nodoji if you managed to accomplish that because I'm sure it was a tough job to get there!
Now assume you are a manual trader working on a system, trying to determine if its viable. You take 100 trades according to various rules. 50 winners and 50 losers to breakeven. Now the subjective part comes into play and this is where I assume most get into trouble? Going back over your trades, maybe you decide all 50 losses were executed according to your rules and count them towards your statistical analysis of the system - its a scratch. Or maybe 10 of the winners were poor trades so they should be excluded - now its a loser. Lastly, maybe 10 of the losers shouldn't have been taken - now its a winner.
My point is, a statistical analysis is only so scientific if the data being analyzed is being subjectively selected by an individual person. How do you guys manage to avoid sort of curve fitting your results and get your rule base to the point where you are able to automate successfully (since I see several of you have apparently done so). I would really like to have some guidance here if I ever do try and attempt it in the future.