Fold 0 - Understanding why coefficient 136250 was selected
Tag: CHAMPAGNE
Selected Coefficient: 136250
Taxonomy Path: 1.2.27
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Sunglasses
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 136250 | 4.028169 | 1.2.27 | 27.2.1 (27*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | Yes |
| 1512016 | 4.028169 | 0.67.15.4 | 4.15.67.0 (4*71^3 + 15*71^2 + 67*71) | No | |
| 4440909 | 4.028169 | 1.68.28.12 | 12.28.68.1 (12*71^3 + 28*71^2 + 68*71 + 1) | No | |
| 0 | 4.028169 | 0 | 0 (0) | No |
These are the training products that have the "CHAMPAGNE" tag (processing sequence 854). 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 |
|---|---|---|---|---|---|---|---|
| 9187 | Place Coluche | 4440909 | ROUND | 4304659 | MEDIUM, NEW STYLES, OPTICAL | ||
| 9210 | Place Dauphine | 4440909 | ROUND | 4304659 | DIAMOND FACE, MEDIUM, OPTICAL, PEONY GOLD | ||
| 9211 | Léna | 1512016 | ROUND, WOMEN | 1375766 | MEDIUM, OPTICAL, PEONY GOLD | ||
| 9185 | Place de l'Opéra | 1512016 | BLACK, ROUND | 1375766 | DIAMOND FACE, MEDIUM, OPTICAL | ||
| 9168 | Place Blanche | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | DIAMOND FACE, MEDIUM, OPTICAL, ROUND FACE, SQUARE | |
| 9164 | ReFramed Léna | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | CUSTOM LENSES, SUNGLASSES | |
| 9190 | Cométe | 0 | CAT-EYE | -136250 | NEW STYLES, OPTICAL, PEONY GOLD, ROUND FACE | ||
| 979 | Fire & Ice (Champagne) | 0 | NECKLACE | -136250 | none |