Fold 0 - Understanding why coefficient 25216 was selected
Tag: BABY GIFT
Selected Coefficient: 25216
Taxonomy Path: 15.3.4
Taxonomy Name: Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags
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? |
|---|---|---|---|---|---|
| 25216 | 0.000000 | 15.3.4 | 4.3.15 (4*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | Yes |
These are the training products that have the "BABY GIFT" tag (processing sequence 1444). 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 |
|---|---|---|---|---|---|---|---|
| 13592 | Seersucker Traveler Dopp Kit | 25216 | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | none | 0 | none |