A CNN-GRU hybrid is claimed to outperform standalone CNN and GRU for market sentiment and risk prediction, but the reported metrics are in-sample only.
Empirical analysis: Stock market prediction via extreme learning machine,
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Integrative Analysis of Financial Market Sentiment Using CNN and GRU for Risk Prediction and Alert Systems
A CNN-GRU hybrid is claimed to outperform standalone CNN and GRU for market sentiment and risk prediction, but the reported metrics are in-sample only.