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10 Tips On How To Evaluate The Risk Of Either Overfitting Or Underfitting A Stock Trading Prediction System. AI stock models may be affected by overfitting or underestimating and under-estimated, which affects their reliability and accuracy. Here are ten suggestions to assess and mitigate these risks when using an AI-based stock trading predictor.1