Fold 0 - Understanding why coefficient 55611 was selected
Tag: DRUZY
Selected Coefficient: 55611
Taxonomy Path: 1.6.8
Taxonomy Name:
Products with this tag: 18
Unique residual values tried: 7
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 55611 | 7.000435 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | Yes | |
| 62500 | 7.001306 | 1.6.9 | 9.6.1 (9*83^2 + 6*83 + 1) | No | |
| 41833 | 7.001452 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | No | |
| 0 | 11.000435 | 0 | 0 (0) | No | |
| 13778 | 11.000871 | 0.0.2 | 2.0.0 (2*83^2) | No | |
| -20667 | 11.000871 | -0.0.3 | -3.0.0 (-(3*83^2)) | No | |
| -34445 | 11.000871 | -0.0.5 | -5.0.0 (-(5*83^2)) | No |
These are the training products that have the "DRUZY" tag (processing sequence 4391). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 20677 | Fiddlehead Ring | 62500 | none | 6889 | none | ||
| 19315 | Radiant Ring - Cosmic | 62500 | none | 6889 | none | ||
| 20634 | 14K & Sterling Defiant Necklace | 55611 | none | 0 | MALEFICENT | ||
| 20723 | Radiant Necklace | 55611 | none | 0 | none | ||
| 19322 | Lucky Necklace | 55611 | none | 0 | none | ||
| 20676 | Starlight Necklace | 55611 | none | 0 | none | ||
| 20678 | Fiddlehead Necklace | 55611 | none | 0 | none | ||
| 20679 | Small Lucky Necklace | 55611 | none | 0 | none | ||
| 20685 | Celestial Necklace | 55611 | none | 0 | none | ||
| 20705 | Defiant Necklace | 55611 | none | 0 | MALEFICENT | ||
| 20714 | Capri Earrings | 41833 | none | -13778 | none | ||
| 20653 | Cosmic Necklace | 13778 | DANGLES | -41833 | none | ||
| 20709 | Celestial Earrings | 0 | DANGLES | -55611 | none | ||
| 20711 | Glimmer Earrings | 0 | POSTS | -55611 | none | ||
| 19314 | Small Glimmer Earrings | 0 | POSTS | -55611 | none | ||
| 19327 | Embrace Earrings | 0 | DANGLES | -55611 | none | ||
| 20660 | Orbit Bracelet | -20667 | DANGLES | -76278 | none | ||
| 20654 | Radiant Cuff | -34445 | LAYERING | -90056 | none |