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The results say whether the recommended pipeline is practically as good as the best one (its
noise within 5 %) or whether there are too few trials to tell, and how much noisier it could
be (equivalent, diffHiKept in the ranking table; equivalenceMargin option).
Selection check: the best pipeline is also scored on trials that were not used to choose it
(cross-fitting over 20 random half splits, nSplits option), and the results say how much
better it looks than it is (ranking.byStratum.crossfit).
Rejection limit chosen from the data (reject_thresholduv = auto): every limit that keeps
a different set of epochs is scored and the exact best is found; the highest limit the data do
not distinguish from it is used. The simple mode uses it by default (36 pipelines for Standard instead of 108, 3 for band power instead of 9); with repaired epochs or peak
measures, fixed limits are still compared.
ICLabel threshold chosen from the data (icremovethreshold = auto): every threshold that
removes a different set of components (all components over 0.5) is scored together with the
best rejection limit for it, the gain and signal check coming from the known signal with the
same components removed; the exact joint best is found, and the threshold removing the fewest
components that the data do not distinguish from it is used. The simple mode uses it by
default (12 pipelines for Standard instead of 36, 1 for band power instead of 3); with
repaired epochs or peak measures, the thresholds 0.7, 0.8 and 0.9 are still compared. When it
removes nothing although ICLabel took some components for artifacts, the results say so.
Filter check: what each pipeline's filters alone do to the known signal is computed before
anything runs, on a short stretch of the signal copy; pipelines whose filters alone break a
signal-check limit are excluded without being run (reason filters alone: …; option filterCheck).
Simple mode: the data description at the top has a fixed height and scrolls. A long montage
check used to squeeze the event-type list to a sliver, so no event type could be chosen and Run stayed grey.
The progress window is one plain window with its text, bar and Stop, instead of MATLAB's
progress box drawn inside a smaller window (which cut off its bottom edge).
The result window of the simple mode: the recommendation at the top has a fixed height and
scrolls, so its notes can no longer squeeze the table of pipelines; the window is a little taller.