Fold 1 - Understanding why coefficient 313616571 was selected
Tag: MATERNITY-ETHNIC-WEAR
Selected Coefficient: 313616571
Taxonomy Path: 1.1.7.4.8
Taxonomy Name: Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Leggings
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 313616571 | 1.000000 | 1.1.7.4.8 | 8.4.7.1.1 (8*79^4 + 4*79^3 + 7*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Leggings | Yes |
| 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 | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "MATERNITY-ETHNIC-WEAR" tag (processing sequence 2329). 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 | none | 155800324 | STRAIGHT | |
| 24087 | Maternity Churidar- Winter (French Terry Lined) | 313616571 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Leggings | none | 0 | none | |
| 24078 | Cotton Maternity Pants with Lace | 0 | STRAIGHT-FIT | -313616571 | none |