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backtest

Marcos Lopez de Prado - Advances in Financial Machine Learning

  • The purpose of a backtest is to discard bad models, not to improve them.

  • Likely be overfitting - history is just one realization, of many.

  • Use combinatorial corss-val to create more scenarios to reduce overfitting