“The problem we have about coming up with the ideal test is we need to know what perfect alignment looks like—as in what good ...

Master backtesting machine learning trading strategies with our guide. Prevent data leakage, account for market slippage, and validate real trading signals.

A strong backtest may be evidence of a durable edge, or it may show how thoroughly an algorithm has adapted to historical noise. That distinction ...