PANDA / scripts /sulic /README.md
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Correction pass: gate-matched Dahlin, retracted unsupported claims, complete HF-placode DEG set, restyled figures
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scripts/sulic

Sulic-in-PANDA held-out reproduction, kept in its own dir because it uses a different CV design from the main pipeline.

  • sulic_panda_heldout.py -- runs Test A (binary placode vs epithelium) and Test C (4-way placode subtype), 5-fold stratified CV, model retrained per fold.
  • sulic_panda_heldout_results.json -- last-run per-fold + mean results.

both tests use the pan-skin PANDA architecture (panda/model.py) straight from the corresponding checkpoint's trunk sizing.