Fold 1 - Understanding why coefficient 112497 was selected
Tag: SATURDAY
Selected Coefficient: 112497
Taxonomy Path: 1.2.18
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Headwear
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 112497 | 0.000000 | 1.2.18 | 18.2.1 (18*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Headwear | Yes |
These are the training products that have the "SATURDAY" tag (processing sequence 1516). 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 |
|---|---|---|---|---|---|---|---|
| 10555 | Saturday Hood (Sweater sold separately) | 112497 | Apparel & Accessories > Clothing Accessories > Headwear | none | 0 | none |