Fold 3 - Understanding why coefficient 55611 was selected
Tag: JEWELRY & WATCHES
Selected Coefficient: 55611
Taxonomy Path: 1.6.8
Taxonomy Name:
Products with this tag: 4
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 | 1.000145 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | Yes | |
| 21166 | 1.000290 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "JEWELRY & WATCHES" tag (processing sequence 4831). 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 |
|---|---|---|---|---|---|---|---|
| 24597 | Minimalist Hollow Bird Necklaces For Women | 55611 | none | 0 | none | ||
| 26650 | Golden Leaf Pendant Necklace | 55611 | none | 0 | none | ||
| 24596 | Cute Animal Bird Bracelet Stainless Steel Origami | 21166 | none | -34445 | none | ||
| 17906 | HERMES Chaine D'Ancre GM | 0 | BRACELETS | -55611 | MEN'S |