Fold 2 - Understanding why coefficient 55611 was selected
Tag: FEARLESS
Selected Coefficient: 55611
Taxonomy Path: 1.6.8
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 55611 | 3.000290 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | Yes | |
| 21166 | 3.000581 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | No | |
| 62500 | 3.000581 | 1.6.9 | 9.6.1 (9*83^2 + 6*83 + 1) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "FEARLESS" tag (processing sequence 3819). 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 |
|---|---|---|---|---|---|---|---|
| 20686 | Wisteria Ring | 62500 | none | 6889 | none | ||
| 20641 | Luminous Necklace | 55611 | none | 0 | none | ||
| 20723 | Radiant Necklace | 55611 | none | 0 | DRUZY | ||
| 19302 | Wisteria Necklace | 55611 | none | 0 | none | ||
| 20710 | Drift Bracelet | 21166 | none | -34445 | none | ||
| 19324 | Angel Earrings | 0 | DANGLES | -55611 | none | ||
| 20696 | Bloom Necklace | 0 | GARNETS | -55611 | none | ||
| 20661 | Marquise Necklace | 0 | GARNETS | -55611 | none |