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Ten Top Tips For Assessing The Backtesting Process Using Historical Data. Backtesting is essential to evaluate an AI stock trading predictor's potential performance through testing it using past data. Here are 10 suggestions for backtesting your model to make sure the results of the predictor are accurate and reliable.1. Assure Adequate Coverage of