Fold 1 - Understanding why coefficient 1832558 was selected
Tag: SMALL BUSINESS
Selected Coefficient: 1832558
Taxonomy Path: 1.1.17.3
Taxonomy Name: Apparel & Accessories > Clothing > Sleepwear & Loungewear > Nightgowns
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? |
|---|---|---|---|---|---|
| 1832558 | 0.000000 | 1.1.17.3 | 3.17.1.1 (3*83^3 + 17*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Sleepwear & Loungewear > Nightgowns | Yes |
These are the training products that have the "SMALL BUSINESS" tag (processing sequence 2148). 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 |
|---|---|---|---|---|---|---|---|
| 23325 | Blue Skull Melt Pattern Women's Black Lace Cami Dress Babydolls Nightgowns | 1832558 | Apparel & Accessories > Clothing > Sleepwear & Loungewear > Nightgowns | none | 0 | none |