Fold 0 - Understanding why coefficient 6337964 was selected
Tag: BOYSHORTS-1
Selected Coefficient: 6337964
Taxonomy Path: 1.1.7.11
Taxonomy Name: Apparel & Accessories > Clothing > Maternity Clothing > Maternity Underwear
Products with this tag: 4
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 6337964 | 0.000290 | 1.1.7.11 | 11.7.1.1 (11*83^3 + 7*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Underwear | Yes |
| 101247717 | 0.000290 | 1.1.6.11.2 | 2.11.6.1.1 (2*83^4 + 11*83^3 + 6*83^2 + 83 + 1) | No |
These are the training products that have the "BOYSHORTS-1" tag (processing sequence 4704). 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 |
|---|---|---|---|---|---|---|---|
| 24295 | Pregnancy Boyshorts Panties | 101247717 | none | 94909753 | none | ||
| 24298 | Pregnancy Boyshorts Panties | 101247717 | none | 94909753 | none | ||
| 24293 | Pregnancy Boyshorts Panties | 6337964 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Underwear | none | 0 | none | |
| 24297 | Pregnancy Boyshorts Panties | 6337964 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Underwear | none | 0 | none |