Fold 0 - Understanding why coefficient 4085261 was selected
Tag: SWEATPANTS
Selected Coefficient: 4085261
Taxonomy Path: 1.1.12.7
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 4085261 | 0.000145 | 1.1.12.7 | 7.12.1.1 (7*83^3 + 12*83^2 + 83 + 1) | Yes | |
| 7926800378 | 0.000435 | 1.1.17.2.1.2 | 2.1.2.17.1.1 (2*83^5 + 47458321 + 2*83^3 + 17*83^2 + 83 + 1) | No |
These are the training products that have the "SWEATPANTS" tag (processing sequence 3075). 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 |
|---|---|---|---|---|---|---|---|
| 26810 | Classic Sweatpants | 7926800378 | none | 7922715117 | BOTTOMS | ||
| 6183 | EPTM: SHOWROOM FLARE SWEATPANTS | 4085261 | none | 0 | none | ||
| 26812 | After Dark Distressed Sweatpants | 4085261 | none | 0 | BOTTOMS, CLEARANCE | ||
| 31792 | Monogrammed Waffle Knit Joggers | 4085261 | none | 0 | none |