A comparative analysis of emotion recognition from EEG signals using temporal features and hyperparameter-tuned machine learning techniques.

MethodsX · 2025 · PMC12272909 · PMID 40687354

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highly significantno p-value reported

The paired t -test yielded a highly significant p-value of 5.47562e-08 < 0.05 for DE, indicating its superior performance.

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