Fold 4 - Understanding why coefficient 5467196 was selected
Tag: BOYSHORTS-1
Selected Coefficient: 5467196
Taxonomy Path: 1.1.7.11
Taxonomy Name: Apparel & Accessories > Clothing > Maternity Clothing > Maternity Underwear
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 5467196 | 0.000000 | 1.1.7.11 | 11.7.1.1 (11*79^3 + 7*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Underwear | Yes |
These are the training products that have the "BOYSHORTS-1" tag (processing sequence 1079). 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 |
|---|---|---|---|---|---|---|---|
| 24293 | Pregnancy Boyshorts Panties | 5467196 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Underwear | none | 0 | none | |
| 24297 | Pregnancy Boyshorts Panties | 5467196 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Underwear | none | 0 | none |