Individual skill

eeg-model-evaluation-leakage

Audit EEG/BCI model evaluation and prevent data leakage. Use for subject-wise splits, session-wise splits, trial-window leakage, nested cross-validation, permutation tests, confidence intervals, chance level, repeated runs, class imbalance, and reproducible EEG ML evaluation.

零基础教学包/10_完整功能Skills库/15_BCI脑电智能建模Skills/eeg-model-evaluation-leakage/SKILL.md

Source commit aab113340d7eecc6a48308f57c44897f8c78dda4

What was checked

Matches the observed repository HEAD

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Skill scan complete

Yes

Observed behavior

Not checked yet

Last checked

Nov 4, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

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