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Ten Top Tips For Assessing A Backtesting Algorithm With Historical Data. Testing an AI prediction of stock prices using historical data is essential to assess its performance potential. Here are 10 ways to evaluate the effectiveness of backtesting, and ensure that the results are accurate and realistic:1. You should ensure that you include all data
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10 Tips To Assess An Ai Stock Trade Predictor's Algorithm Complexity And Choice. When evaluating an AI-based stock trading system, the selection and complexity is a significant factor. They impact model performance as well as interpretability and ability to adapt. Here are 10 key tips to help you evaluate the algorithms' selection and complexity.1.