Fold 3 - Understanding why coefficient 21332 was selected
Tag: SHOE THE BEAR
Selected Coefficient: 21332
Taxonomy Path: 1.8.3
Taxonomy Name:
Products with this tag: 12
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 21332 | 6.000435 | 1.8.3 | 3.8.1 (3*83^2 + 8*83 + 1) | Yes | |
| 62666 | 6.000435 | 1.8.9 | 9.8.1 (9*83^2 + 8*83 + 1) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 240784424 | 11.000000 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No |
These are the training products that have the "SHOE THE BEAR" tag (processing sequence 6043). 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 |
|---|---|---|---|---|---|---|---|
| 23615 | Carla - Powder | 240784424 | HEELS, POWDER | 240763092 | none | ||
| 23598 | Adeline Fishnet - Black | 62666 | none | 41334 | none | ||
| 23626 | Cristel - Black | 62666 | none | 41334 | none | ||
| 23636 | Cristel Metallic - Silver | 62666 | none | 41334 | none | ||
| 23641 | Emmy S - Dark Olive/Dark Olive | 21332 | none | 0 | none | ||
| 23640 | Emmy S - Black/Black | 21332 | none | 0 | none | ||
| 23642 | Emmy S - Tan | 21332 | none | 0 | none | ||
| 23996 | Tilde - Sepia | 0 | SANDALS | -21332 | none | ||
| 23992 | Sophie - Black | 0 | HEELS | -21332 | none | ||
| 23993 | Sophie Metallic - Silver | 0 | HEELS | -21332 | none | ||
| 23995 | Tilde - Black | 0 | SANDALS | -21332 | none | ||
| 23637 | Emily - Black | 0 | HEELS | -21332 | none |