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Ten Top Tips To Assess An Algorithm For Backtesting Using Previous Data. It is important to test an AI stock trading prediction on previous data to determine its effectiveness. Here are 10 tips for assessing backtesting to ensure the results of the predictor are real and reliable.1. Assure that the Historical Data Coverage is adequateWhy: A broad r