Fold 3 - Understanding why coefficient 6557 was selected
Tag: CUFF
Selected Coefficient: 6557
Taxonomy Path: 0.79
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 6557 | 5.012193 | 0.79 | 79.0 (79*83) | Yes | |
| 21166 | 5.012193 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | No | |
| 55611 | 5.012193 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No | |
| 185671 | 5.012193 | 0.79.26 | 26.79.0 (26*83^2 + 79*83) | No | |
| 206837 | 5.024096 | 1.2.30 | 30.2.1 (30*83^2 + 2*83 + 1) | No | |
| 0 | 5.024096 | 0 | 0 (0) | No | |
| 4381168 | 7.000000 | 13.80.54.7 | 7.54.80.13 (7*83^3 + 54*83^2 + 80*83 + 13) | No | |
| -21161 | 7.000000 | -79.5.3 | -3.5.79 (-(3*83^2 + 5*83 + 79)) | No |
These are the training products that have the "CUFF" tag (processing sequence 5874). 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 |
|---|---|---|---|---|---|---|---|
| 16930 | La Catrina Ornament | 4381168 | BRACELET | 4374611 | none | ||
| 16914 | Walk In Wonder Super Moonstone | 206837 | MAY2024, BRACELET | 200280 | none | ||
| 16913 | Wait, What? Black Star January 2024 | 185671 | BRACELET | 179114 | none | ||
| 17300 | Sugar Skull Necklace | 55611 | none | 49054 | none | ||
| 1502 | CA Christopher Augmon Amazon Crayon Water Snake ½” Cuff | 21166 | none | 14609 | none | ||
| 17013 | Luchador Bandana | 6557 | BRACELET | 0 | none | ||
| 17012 | Bald & Beautiful Super Moonstone | 0 | BRACELET | -6557 | none | ||
| 17240 | Live Free MP Mystery Pack Gold Nugget - January 2024 | -21161 | BRACELET | -27718 | none |