Fold 1 - Understanding why coefficient 86536 was selected
Tag: CHAMPAGNE
Selected Coefficient: 86536
Taxonomy Path: 58.11.17
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 86536 | 4.000000 | 58.11.17 | 17.11.58 (17*71^2 + 11*71 + 58) | Yes | |
| -2842357 | 8.000000 | -14.60.66.7 | -7.66.60.14 (-(7*71^3 + 66*71^2 + 60*71 + 14)) | No | |
| 0 | 8.000000 | 0 | 0 (0) | No | |
| 136250 | 8.000000 | 1.2.27 | 27.2.1 (27*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | No |
| 222786 | 8.000000 | 59.13.44 | 44.13.59 (44*71^2 + 13*71 + 59) | No |
These are the training products that have the "CHAMPAGNE" tag (processing sequence 862). 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 |
|---|---|---|---|---|---|---|---|
| 9168 | Place Blanche | 222786 | METAL | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | DOWN TRIANGLE FACE, MEDIUM, ROUND FACE | |
| 9164 | ReFramed Léna | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 49714 | CUSTOM LENSES, SUNGLASSES, REFRAMED | |
| 9186 | Auber | 86536 | ROUND, METAL | 0 | MEDIUM, PEONY GOLD | ||
| 9187 | Place Coluche | 86536 | ROUND, METAL | 0 | MEDIUM | ||
| 9190 | Cométe | 86536 | METAL, CAT-EYE | 0 | PEONY GOLD, ROUND FACE | ||
| 9184 | Place de la Madeleine | 86536 | ROUND, METAL | 0 | DOWN TRIANGLE FACE, MEDIUM, PEONY GOLD | ||
| 9210 | Place Dauphine | 86536 | ROUND, METAL | 0 | MEDIUM, PEONY GOLD | ||
| 979 | Fire & Ice (Champagne) | 0 | NECKLACE | -86536 | none | ||
| 9211 | Léna | -2842357 | ROUND, METAL, WOMEN | -2928893 | MEDIUM, PEONY GOLD |