Fold 1 - Understanding why coefficient 3981918 was selected
Tag: ROMPERS & OVERALLS
Selected Coefficient: 3981918
Taxonomy Path: 2.2.6.8
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Hoodies
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 3981918 | 0.000002 | 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 | Yes |
| 1516723 | 0.000010 | 2.2.6.3 | 3.6.2.2 (3*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Coats | No |
These are the training products that have the "ROMPERS & OVERALLS" tag (processing sequence 2110). 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 |
|---|---|---|---|---|---|---|---|
| 10637 | Fluffy Hooded Dog Romper | 3981918 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Hoodies | none | 0 | none | |
| 10667 | Hooded All Size Dog Romper | 3981918 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Hoodies | none | 0 | none | |
| 10689 | Character Dog Hooded Rompers | 3981918 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Hoodies | none | 0 | none | |
| 11202 | Stockriders Dog Romper | 3981918 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Hoodies | none | 0 | none | |
| 11263 | Cordurouy Hooded Dog Jumpsuit | 3981918 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Hoodies | none | 0 | none | |
| 10666 | Pastel Puffy Dog Rompers | 1516723 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Coats | none | -2465195 | none |