The impact of cross-validation choices on pBCI classification metrics: lessons for transparent reporting

Neuroadaptive technologies are a type of passive Brain-computer interface (pBCI) that aim to incorporate implicit user-state information into human-machine interactions by monitoring neurophysiological signals. Evaluating machine learning and signal processing approaches represents a core aspect of...

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Bibliographic Details
Main Authors: Felix Schroeder, Stephen Fairclough, Frederic Dehais, Matthew Richins
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Neuroergonomics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnrgo.2025.1582724/full
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