Fold 0 - Understanding why coefficient 5235724 was selected
Tag: TANK
Selected Coefficient: 5235724
Taxonomy Path: 1.1.13.9
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 5235724 | 3.000003 | 1.1.13.9 | 9.13.1.1 (9*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 4663937 | 3.000005 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No | |
| 7522872 | 3.000005 | 1.1.13.13 | 13.13.1.1 (13*83^3 + 13*83^2 + 83 + 1) | No | |
| 571787 | 4.000000 | 0.0.0.1 | 1.0.0.0 (571787) | No |
These are the training products that have the "TANK" tag (processing sequence 3211). 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 |
|---|---|---|---|---|---|---|---|
| 26792 | Dog Dad Apparel | 7522872 | none | 2287148 | TEE, HOODIE | ||
| 29462 | Swole Because I Pole Tri-Blend Tank | 5235724 | none | 0 | none | ||
| 4308 | Tiger Black Head Men's Tank | 5235724 | none | 0 | none | ||
| 26791 | Be the Person Your Dog Thinks You Are Apparel | 4663937 | none | -571787 | TEE, HOODIE | ||
| 20909 | Peace, Love, Go Vegan Tank Top (Womens) | 571787 | VEGAN SHIRT | -4663937 | TOPS | ||
| 20905 | Spread Hummus It's The Vegan Way Tank Top (Womens) | 571787 | VEGAN SHIRT | -4663937 | TOPS | ||
| 20908 | Peace, Love, Go Vegan White Print Tank Top (Womens) | 571787 | VEGAN SHIRT | -4663937 | TOPS |