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Ten Top Tips For Assessing An Algorithm For Backtesting Using Historical Data. Backtesting is crucial for evaluating the AI prediction of stock trading's performance through testing it using past data. Here are 10 tips to effectively assess backtesting quality, ensuring the predictor's results are real and reliable.1. Be sure to have sufficient his