Fold 3 - Understanding why coefficient 571835307 was selected
Tag: MATERNITY-BOOTCUT-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: 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? |
|---|---|---|---|---|---|
| 571835307 | 1.000000 | 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 |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "MATERNITY-BOOTCUT-PANTS" tag (processing sequence 1336). 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 |
|---|---|---|---|---|---|---|---|
| 24175 | Black Maternity Bootcut Pants | 571835307 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | none | 0 | MATERNITY-FORMAL-PANTS, LOOSE-PANTS | |
| 24186 | Blue Maternity Flare Pants | 571835307 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | none | 0 | MATERNITY-FORMAL-PANTS, LOOSE-PANTS | |
| 24292 | Maternity Bootcut Pants - Beige | 571835307 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | none | 0 | MATERNITY-FORMAL-PANTS, LOOSE-PANTS | |
| 24085 | Maternity Bootcut Pants- Winter (French Terry Lined) | 0 | NIGHTWEAR | -571835307 | none |