Fold 0 - Understanding why coefficient -7453898 was selected
Tag: FOX
Selected Coefficient: -7453898
Taxonomy Path: -0.0.3.13
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -7453898 | 2.000147 | -0.0.3.13 | -13.3.0.0 (-(13*83^3 + 3*83^2)) | Yes | |
| -6310324 | 2.000147 | -0.0.3.11 | -11.3.0.0 (-(11*83^3 + 3*83^2)) | No | |
| 0 | 2.000290 | 0 | 0 (0) | No | |
| 48608953 | 3.000000 | 3.2.1.2.1 | 1.2.1.2.3 (47458321 + 2*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "FOX" tag (processing sequence 5631). 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 |
|---|---|---|---|---|---|---|---|
| 27484 | Cute Little Heart Breaker Fox Art | 48608953 | none | 56062851 | none | ||
| 27486 | Attacking 2020 | 48608953 | none | 56062851 | none | ||
| 14396 | Fox Bow Tie - Woven Silk | 0 | WOVEN SILK | 7453898 | none | ||
| 18304 | Love Animals, Don't Wear Them Premium Eco Hoodie | -6310324 | SWEATSHIRT, HOODIE | 1143574 | none | ||
| 18305 | Love Animals, Don't Wear Them Hoodie | -7453898 | SWEATSHIRT, HOODIE | 0 | none |