Fold 0 - Understanding why coefficient 2502801 was selected
Tag: COSTUMES
Selected Coefficient: 2502801
Taxonomy Path: 2.2.6.5
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Costumes
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 2502801 | 0.000002 | 2.2.6.5 | 5.6.2.2 (5*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Costumes | Yes |
| 3981918 | 0.000004 | 2.2.6.8 | 8.6.2.2 (8*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Hoodies | No |
These are the training products that have the "COSTUMES" tag (processing sequence 2390). 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 |
|---|---|---|---|---|---|---|---|
| 11318 | Minion Character Dog Hoodie | 3981918 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Hoodies | none | 1479117 | none | |
| 11102 | Chucky Dog Costume | 2502801 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Costumes | none | 0 | none | |
| 11361 | Hot Dog Costume | 2502801 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Costumes | none | 0 | none |