Fold 1 - Understanding why coefficient 75863 was selected
Tag: SWEATPANTS
Selected Coefficient: 75863
Taxonomy Path: 1.1.11
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 75863 | 1.000145 | 1.1.11 | 11.1.1 (11*83^2 + 83 + 1) | Yes | |
| 4085261 | 1.000145 | 1.1.12.7 | 7.12.1.1 (7*83^3 + 12*83^2 + 83 + 1) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "SWEATPANTS" tag (processing sequence 3652). 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 |
|---|---|---|---|---|---|---|---|
| 6183 | EPTM: SHOWROOM FLARE SWEATPANTS | 4085261 | none | 4009398 | none | ||
| 10840 | Arabella Set Baby Pink | 75863 | none | 0 | FULL PRICE, LIVE | ||
| 26812 | After Dark Distressed Sweatpants | 0 | JOGGERS | -75863 | BOTTOMS, CLEARANCE |