Fold 0 - Understanding why coefficient 6558 was selected
Tag: OFFICE GIFT
Selected Coefficient: 6558
Taxonomy Path: 1.4.1
Taxonomy Name: Apparel & Accessories > Handbag & Wallet Accessories > Keychains
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? |
|---|---|---|---|---|---|
| 6558 | 0.000000 | 1.4.1 | 1.4.1 (6241 + 4*79 + 1) | Apparel & Accessories > Handbag & Wallet Accessories > Keychains | Yes |
These are the training products that have the "OFFICE GIFT" tag (processing sequence 1711). 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 |
|---|---|---|---|---|---|---|---|
| 6186 | Zeta Phi Beta Key Chain Tag | 6558 | Apparel & Accessories > Handbag & Wallet Accessories > Keychains | none | 0 | HERS, SMALL, PARTY FAVOR |