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Ten Tips To Evaluate The Backtesting Process Using Previous Data. Check the AI stock trading algorithm's performance using historical data by backtesting. Here are 10 suggestions for conducting backtests to make sure the results of the predictor are realistic and reliable.1. In order to have a sufficient coverage of historical data, it is essential