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Ten Tips To Evaluate The Backtesting Process Using Previous Data. Test the AI stock trading algorithm's performance against historical data by testing it back. Here are ten tips on how to evaluate the quality of backtesting and ensure that the predictions are accurate and reliable.1. In order to ensure adequate coverage of historical data, it is es