Fold 0 - Understanding why coefficient 55777 was selected
Tag: WAREHOUSE SALE
Selected Coefficient: 55777
Taxonomy Path: 1.8.8
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 55777 | 3.012048 | 1.8.8 | 8.8.1 (8*83^2 + 8*83 + 1) | Yes | |
| 27640 | 3.024096 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No | |
| 62592 | 4.000145 | 10.7.9 | 9.7.10 (9*83^2 + 7*83 + 10) | Furniture > Chairs > Kitchen & Dining Room Chairs | No |
| 579267 | 4.000145 | 10.7.1.1 | 1.1.7.10 (571787 + 6889 + 7*83 + 10) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "WAREHOUSE SALE" tag (processing sequence 6131). 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 |
|---|---|---|---|---|---|---|---|
| 11111 | Discontinued Stock - Chloe Arm Chair | 579267 | none | 523490 | none | ||
| 11112 | Sample - Banyan Dining Chairs | 62592 | Furniture > Chairs > Kitchen & Dining Room Chairs | none | 6815 | none | |
| 32316 | Camper Nothing Retro Vibe Sneaker in Yellow - 50% OFF | 55777 | none | 0 | none | ||
| 32321 | Camper Nothing Retro Vibe Sneaker in Red/Beige - 50% OFF | 55777 | none | 0 | none | ||
| 29199 | Amatista Off the Shoulder Dress | 27640 | none | -28137 | LDSALE | ||
| 1484 | Zoe Dress in Gingham | 0 | DRESSES | -55777 | VERISHOP |