Evaluating the Impact of Demographic Factors on Subject-Independent EEG-Based Emotion Recognition Approaches.

Diagnostics (Basel) · 2026 · PMC12786124 · PMID 41515638

Europe PMC DOI

hedged sentence

0.0700

closest p · 1.4× alpha

0.0700

boldest claim

The sentences

near-significantp -value = 0.07so close (0.05 < p ≤ 0.1)

For neutral, the Chinese group showed a near-significant improvement ( p -value = 0.07), while the French group showed significant improvement for positive emotions ( p -value = 0.04).

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