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Ten Tips To Evaluate The Risk Of Underfitting Or Overfitting The Stock Trading Prediction System. AI stock trading model accuracy can be compromised by either underfitting or overfitting. Here are 10 suggestions to assess and mitigate the risks associated with an AI model for stock trading:1. Examine model performance using in-Sample data vs. out-o