Fold 4 - Understanding why coefficient 55611 was selected
Tag: CHOKER
Selected Coefficient: 55611
Taxonomy Path: 1.6.8
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 3
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 | 2.012048 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | Yes | |
| 41501 | 2.024096 | 1.2.6 | 6.2.1 (6*83^2 + 2*83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "CHOKER" tag (processing sequence 2641). 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 |
|---|---|---|---|---|---|---|---|
| 13202 | SALAR - Choker | 55611 | none | 0 | none | ||
| 26634 | Rhinestone Encrusted Cross Necklace | 55611 | none | 0 | none | ||
| 31674 | Harajuku Gothic body harness Bra Choker | 41501 | none | -14110 | HARNESS | ||
| 22293 | Small Gold Opal Necklace - Limited Edition, #6119-yg | 0 | NECKLACE | -55611 | none | ||
| 31683 | Punk Rock Gothic Unisex Leather Choker | 0 | NECKLACE | -55611 | none |