Overfitting: how do you know you've done it?

An overfitted strategy is tailored to the past: perfect on historical data, useless going forward. The tell-tale signs are too many rules, too many parameters and a backtest that's suspiciously smooth.

Overfitting: how do you know you've done it? — risk-reward diagram
A risk-reward ratio of 1 to 2

What's your overfitting checklist?

  • the signs you look for in a backtest
  • how you simplify a strategy that's too tuned
  • the overfitted system you believed in once
Overfitting: how do you know you've done it? — candlestick anatomy diagram
The parts of a candlestick: wick, body, open and close

The expectancy guide explains the difference between edge and coincidence.

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