Fold 4 - Understanding why coefficient 20236 was selected
Tag: XIRENA CLOTHING
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 20236 | 1.000198 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 2565941 | 1.000198 | 1.1.12.7 | 7.12.1.1 (7*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Joggers | No |
| 18289180 | 2.000000 | 6.6.7.51 | 51.7.6.6 (51*71^3 + 7*71^2 + 6*71 + 6) | No |
These are the training products that have the "XIRENA CLOTHING" tag (processing sequence 2423). 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 |
|---|---|---|---|---|---|---|---|
| 831 | Beau Shirt: Stripe | 18289180 | SHIRT, STRIPES | 18268944 | none | ||
| 912 | Eliott Pant | 2565941 | Apparel & Accessories > Clothing > Pants > Joggers | none | 2545705 | none | |
| 847 | Cecily Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none |