Fold 1 - Understanding why coefficient 6481 was selected
Tag: ANNIVERSARY
Selected Coefficient: 6481
Taxonomy Path: 3.3.1
Taxonomy Name: Arts & Entertainment > Party & Celebration > Gift Giving
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 6481 | 0.000000 | 3.3.1 | 1.3.3 (6241 + 3*79 + 3) | Arts & Entertainment > Party & Celebration > Gift Giving | Yes |
These are the training products that have the "ANNIVERSARY" tag (processing sequence 1432). 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 |
|---|---|---|---|---|---|---|---|
| 22367 | Personalised Wedding Car Embroidered Artwork | 6481 | Arts & Entertainment > Party & Celebration > Gift Giving | none | 0 | none |