Fold 3 - Understanding why coefficient 469416895 was selected
Tag: CASUAL-PANTS
Selected Coefficient: 469416895
Taxonomy Path: 1.1.7.4.12
Taxonomy Name: Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 469416895 | 1.000000 | 1.1.7.4.12 | 12.4.7.1.1 (12*79^4 + 4*79^3 + 7*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "CASUAL-PANTS" tag (processing sequence 763). 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 |
|---|---|---|---|---|---|---|---|
| 24079 | Maternity Wide-Leg Pants with Lace - White | 469416895 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | WIDE-LEG1, MATERNITY-WIDE-LEG-PANTS | 0 | MATERNITY-FORMAL-PANTS, MATERNITY-ETHNIC-WEAR | |
| 24182 | Wide-Leg Maternity Formal Pants | 469416895 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | WIDE-LEG1, MATERNITY-WIDE-LEG-PANTS | 0 | MATERNITY-FORMAL-PANTS | |
| 24303 | Cotton Pregnancy Pants | 0 | STRAIGHT-FIT | -469416895 | MATERNITY-FORMAL-PANTS, MATERNITY-ETHNIC-WEAR |