Using Signals in Price Data to Extract Profits

Overfit systems and under fit systems are negative systems arising from the way we use price data to develop or train our models. This process can build into it this concept of overfitting or underfitting if we don't know what we're dealing with. So first to the signal, so when we analyze price data we're typically looking for some pattern in that data that positively correlates with the systems we use to extract profits from that signal. The particular pattern therefore is referred to as a signal. If we find our models negatively correlate with that price pattern in the data we find we have a loss.

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