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C. Hargreaves

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Open access Jul 2026

From Forecasting Accuracy to Trading Profitability: Evaluating Sequence Models for Stock Price Prediction

The Seq2Seq model achieved the highest observed trading profitability and generated a higher observed return than a passive market benchmark under the proposed evaluation framework, suggesting that evaluation based solely on prediction accuracy may not fully capture the practical value of forecasting models.

C. Hargreaves, Hieu Le Trung · Algorithms · 0 citations