Fold 2 - Understanding why coefficient 187849 was selected
Tag: CHAMPAGNE
Selected Coefficient: 187849
Taxonomy Path: 66.7.30
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 187849 | 3.000000 | 66.7.30 | 30.7.66 (30*79^2 + 7*79 + 66) | Yes | |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| 19183 | 6.000000 | 65.5.3 | 3.5.65 (3*79^2 + 5*79 + 65) | No | |
| 168666 | 6.000000 | 1.2.27 | 27.2.1 (27*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | No |
These are the training products that have the "CHAMPAGNE" tag (processing sequence 959). 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 |
|---|---|---|---|---|---|---|---|
| 9185 | Place de l'Opéra | 187849 | METAL | 0 | MEDIUM, OPTICAL | ||
| 9184 | Place de la Madeleine | 187849 | METAL | 0 | MEDIUM, OPTICAL | ||
| 9187 | Place Coluche | 187849 | METAL | 0 | MEDIUM, OPTICAL | ||
| 9210 | Place Dauphine | 187849 | METAL | 0 | MEDIUM, OPTICAL | ||
| 9164 | ReFramed Léna | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | -19183 | CUSTOM LENSES, REFRAMED | |
| 9190 | Cométe | 19183 | METAL, CAT-EYE | -168666 | OPTICAL, ROUND FACE | ||
| 979 | Fire & Ice (Champagne) | 0 | NECKLACE | -187849 | none |