Breakout Volume Requirement vs Overfitting

A breakout system filter rule requiring trading volume to exceed a defined threshold at the moment of boundary violation, confirming that broad participant conviction supports the breakout rather than low-liquidity price manipulation.

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.