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Ten Top Tips For Assessing An Algorithm For Backtesting Using Previous Data. Backtesting is essential to evaluate an AI stock trading predictor's potential performance through testing it using previous data. Here are ten tips on how to assess the backtesting's quality, ensuring the predictor's results are real and reliable.1. Make sure that you hav