Fold 0 - Understanding why coefficient 257 was selected
Tag: ANNIVERSARY GIFTS
Selected Coefficient: 257
Taxonomy Path: 20.3
Taxonomy Name: Religious & Ceremonial > Wedding Ceremony Supplies
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? |
|---|---|---|---|---|---|
| 257 | 0.000000 | 20.3 | 3.20 (3*79 + 20) | Religious & Ceremonial > Wedding Ceremony Supplies | Yes |
These are the training products that have the "ANNIVERSARY GIFTS" tag (processing sequence 1347). 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 |
|---|---|---|---|---|---|---|---|
| 17617 | Couples glass ornaments, Christmas ornaments for couples, anniversary gifts, wedding ornaments, Personalized Gift | 257 | Religious & Ceremonial > Wedding Ceremony Supplies | none | 0 | none |