Fold 2 - Understanding why coefficient 571835307 was selected
Tag: LOOSE-PANTS
Selected Coefficient: 571835307
Taxonomy Path: 1.1.7.4.12
Taxonomy Name: Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 571835307 | 0.000145 | 1.1.7.4.12 | 12.4.7.1.1 (12*83^4 + 4*83^3 + 7*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | Yes |
| 6372409 | 0.000871 | 1.1.12.11 | 11.12.1.1 (11*83^3 + 12*83^2 + 83 + 1) | No |
These are the training products that have the "LOOSE-PANTS" tag (processing sequence 2403). 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 |
|---|---|---|---|---|---|---|---|
| 24186 | Blue Maternity Flare Pants | 571835307 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | none | 0 | MPALAZZO | |
| 24178 | Maternity Ribbed Pants | 571835307 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | none | 0 | none | |
| 24182 | Wide-Leg Maternity Formal Pants | 571835307 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | none | 0 | MPALAZZO | |
| 24175 | Black Maternity Bootcut Pants | 571835307 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | none | 0 | MPALAZZO | |
| 24195 | Maternity Ribbed Pants | 571835307 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | none | 0 | none | |
| 24292 | Maternity Bootcut Pants - Beige | 571835307 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | none | 0 | MPALAZZO | |
| 24198 | Maternity Ribbed Pants | 6372409 | none | -565462898 | none |