| # 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. | |