Fold 4 - Understanding why coefficient 158 was selected
Tag: METALLIC
Selected Coefficient: 158
Taxonomy Path: 0.2
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 158 | 1.000000 | 0.2 | 2.0 (2*79) | Yes | |
| 50561 | 2.000000 | 1.8.8 | 8.8.1 (8*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sneakers | No |
These are the training products that have the "METALLIC" tag (processing sequence 81). 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 |
|---|---|---|---|---|---|---|---|
| 9526 | CRU SIGNATURE: SILVER METALLIC TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 50403 | Apparel & Accessories > Jewelry > Necklaces | SNEAKERS, _BADGE_NEW_IN_ |
| 9463 | LENA: RAINBOW MULTI METALLIC SANDALS | 158 | GOLD | 0 | none | ||
| 9498 | DANCING QUEEN: GOLD METALLIC BLOCK HEEL SANDALS | 158 | GOLD | 0 | SS23, _BADGE_NEW_IN_ |