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update - #31

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TonyBagnall merged 4 commits into
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ingest-litetime-uea
Sep 24, 2026
Merged

TonyBagnall merged 4 commits into
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ingest-litetime-uea

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Summary

  • What does this PR change?

Checklist

  • I have updated documentation if needed.
  • I have added tests or validation steps if needed.
  • If this PR submits results, it follows results/schema.md.

TonyBagnall and others added 4 commits September 24, 2026 14:28
The three runs returned on 2026-09-04 but were missed by the 2026-09-11 ingest.
Accuracy 1.0000, 0.5700 and 0.5167. Three rows are added per metric and no
existing row changes.

LiteTIME is withheld from every table, so no page changes. It is now missing
only BIDMC32HR_disc and BIDMC32SpO2_disc in Multiverse-core.

A survey of D:/Results/Multiverse found no other resample-0 result for an
ingested estimator that is not already in the repository, and every ingested
value still matches its prediction file.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
docs/classifiers.md still described lr_adjust="type1" as the default, which it
has not been since 99bbb12. The default is a constant rate, and the note now
says why: TSLib's schedule freezes the model by epoch 15, which TSLib survives
only because it selects the retained epoch on the test set.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
MUSE has resample-0 results on 61 of the core datasets. It is withheld from the
tables, with the reason stated, since it would take the core table from 58 to 55
datasets. On STEW and Skoda its word bag outgrows the 32-bit sparse indices
scikit-learn's classifier accepts, which memory cannot fix. On USCActivity its
chi2 selection needs 287 GiB. MotorImagery exhausted 16 GB, and its 620 GB
retry ran with support_probabilities=False, unlike the other 61, so it failed in
predict_proba and is rerunnable.

BenzeneConcentration_disc is removed from Multiverse-core, now 65 datasets. The
results were run on version 1 of the data, whose PT08.S2 channel is a
deterministic function of the target; version 2 on Zenodo drops it
(https://zenodo.org/records/21871727). It is held out through DEFERRED_DATASETS
until aeon's list is changed, and stays in the paper's 100 and in multiverse2026.
The core table goes from 58 to 57 datasets. URLs in a deferred dataset's reason
are now rendered as links.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
@TonyBagnall
TonyBagnall merged commit 5fdf986 into main Sep 24, 2026
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