False Breakout Filter vs Overfitting

A rule within a breakout trading system that requires additional confirmation conditions beyond simple boundary violation before entry, reducing false signal frequency at the cost of occasional delayed or missed entries.

Cryptocurrency trading model optimization to historical data that appears profitable in backtests but fails in live trading because parameters accidentally fit random noise rather than capturing genuine predictive patterns.