Quote from AAAintheBeltway:
A good system seeks to capitalize on some observed phenomenon or anamoly. Although it's conceivable that you just totally misunderstood the significance of the market action, a more likely explanation is that you are seeing something that is not there, in other words, it has little statistical significance. In such a case reversing the system will not help you.
I'll add to this.
It's not enough to back test a system in Tradestation. That only reveals the system's metrics, but not it's character.
You have to go through the backtest trade by trade and total up the P&L as you go along, taking care to observe the changing market conditions in which the system is performing.This will give you valuable insight about the nature of the system - where it draws its P from and where it loses its L to.
You can do it easily in Tradestation too where you print out the charts with the system buy and sell orders on overlay and "backtest" it visually.
Like the law of unintended consequences, systems can have hidden vulnerabilities and hidden strengths that can be quite different from what you initially thought.
eg, someone trading a small portfolio of merger arb names might think he is market neutral because he is so small, but his P&L has a hidden exposure to a bear market because in a bear market deal flow dries up relative to the number of arb players, crushing merger spreads and therefore profitability for even the smallest players.
eg, someone may think that he is profitably trading the closure of down gaps. But in reality he was merely buying dips in a bull market. When the bull market went away, the down gaps sometimes never closed, destroying all profits.
And just for reference, I don't think that the way I have been doing this is necessarily any more accurate or that easy so change might be good.