Fold 4 - Understanding why coefficient 571787 was selected
Tag: TANK
Selected Coefficient: 571787
Taxonomy Path: 0.0.0.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 571787 | 2.000000 | 0.0.0.1 | 1.0.0.0 (571787) | Yes | |
| 5235724 | 2.000002 | 1.1.13.9 | 9.13.1.1 (9*83^3 + 13*83^2 + 83 + 1) | No | |
| 7522872 | 2.000002 | 1.1.13.13 | 13.13.1.1 (13*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "TANK" tag (processing sequence 3051). 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 | 6951085 | TEE, HOODIE | ||
| 4308 | Tiger Black Head Men's Tank | 5235724 | none | 4663937 | none | ||
| 20905 | Spread Hummus It's The Vegan Way Tank Top (Womens) | 571787 | VEGAN SHIRT | 0 | TOPS | ||
| 20908 | Peace, Love, Go Vegan White Print Tank Top (Womens) | 571787 | VEGAN SHIRT | 0 | TOPS |