Fold 0 - Understanding why coefficient 158710 was selected
Tag: STEEL
Selected Coefficient: 158710
Taxonomy Path: 14.3.23
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 158710 | 1.000000 | 14.3.23 | 23.3.14 (23*83^2 + 3*83 + 14) | Yes | |
| 76278 | 2.000000 | 1.6.11 | 11.6.1 (11*83^2 + 6*83 + 1) | No |
These are the training products that have the "STEEL" tag (processing sequence 3646). 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 |
|---|---|---|---|---|---|---|---|
| 5351 | Anchor Family Name - Steel Sign | 158710 | none | 0 | none | ||
| 5377 | Vine Family Monogram - Steel Sign | 158710 | none | 0 | none | ||
| 11252 | Nomination Composable Watch Glitter Cz Dial | 76278 | none | -82432 | WATCH |