Quote from NoWorries:
I think you also might want to ask yourself the question after how many days (some number between one and never) of trading you're planning to perform another set of backtests, and perhaps calibrate.
Then you might want to do a series of walk-forward-tests using all your data (e.g. 4000 bars) and different values for your optimization period X (e.g. 400 bars), and your (hypothetical) trading period Y (e.g. 40 bars), see if any patterns emerge and look for more-or-less robust combinations of X and Y, judged by a variety of statistics of interest (e.g. annualized return, dd, sharpe etc.), estimated over the (hypothetical) trading periods (not over the optimization periods!).
This still doesn't guarantee anything for the future, but it's probably more informative than your current approach. E.g. if your system shows acceptable outcomes for a broad range of X and Y values, you might have something valuable. If it's very sensitive to X and Y, you might want to try something else.
I will give it a try this afternoon
Thanks

