Quote from Vorpal:
The drawdown statistics really need to be analyzed alongside your return and volatility numbers in order to be meaningful. For example, an annualized return of 30% with a 10% max drawdown is certainly a better system than a 10% annualized return with a 10% max drawdown.
The other thing is that your max drawdown point only represents one single day out of your whole simulation. There are other ratios that look at "average drawdown" or "drawdown length" that are also beneficial and incorporate more data points. A max drawdown of 10% with an average drawdown of 5% tells a different story than if your average drawdown is 1%
As far as I am concerned, anything with an annualized return component >= max drawdown is pretty good and more than 2x-3x is either very good and/or curve fit and/or your "max drawdown" is yet to occur.
Once you find a favorable combination of return vs. volatility vs. drawdown, the rest is a personal decision. You can always lever-up or lever-down your system to get to your target level of return/drawdown. If your current model has 5-10% max drawdown and you feel you can stomach more, then double your leverage. What lets you sleep at night? For some people it is 10%, for others it may be 50% or more.