In-Sample Data vs Out-of-Sample Data

Historical cryptocurrency price data used to optimize trading model parameters and conduct backtesting, distinguishing from independent out-of-sample data reserved for unbiased strategy validation.

Historical cryptocurrency price data not used to develop trading model parameters, essential for validating strategy performance and detecting dangerous overfitting before risking capital.