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Ten Top Tips For Assessing An Algorithm For Backtesting Using Previous Data. Backtesting is essential for evaluating the AI stock trading predictor's performance, by testing it against past data. Here are 10 suggestions for conducting backtests to make sure the results of the predictor are accurate and reliable.1. You should ensure that you include