Fold 4 - Understanding why coefficient 21166 was selected
Tag: CUFF
Selected Coefficient: 21166
Taxonomy Path: 1.6.3
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 21166 | 3.012193 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | Yes | |
| 55611 | 3.012339 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No | |
| 392508 | 3.036145 | 1.81.56 | 56.81.1 (56*83^2 + 81*83 + 1) | No | |
| 0 | 5.012048 | 0 | 0 (0) | No | |
| 6557 | 5.012048 | 0.79 | 79.0 (79*83) | No | |
| 185676 | 6.000000 | 5.79.26 | 26.79.5 (26*83^2 + 79*83 + 5) | No |
These are the training products that have the "CUFF" tag (processing sequence 5371). 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 |
|---|---|---|---|---|---|---|---|
| 16913 | Wait, What? Black Star January 2024 | 392508 | BRACELET, META-THEME:ANIMAL-PRINT | 371342 | none | ||
| 17240 | Live Free MP Mystery Pack Gold Nugget - January 2024 | 185676 | BRACELET, META-THEME:ANIMAL-PRINT | 164510 | none | ||
| 17300 | Sugar Skull Necklace | 55611 | none | 34445 | none | ||
| 1519 | CA Christopher Augmon Amazon Crayon Water Snake 1 ½” Cuff | 21166 | none | 0 | none | ||
| 1502 | CA Christopher Augmon Amazon Crayon Water Snake ½” Cuff | 21166 | none | 0 | none | ||
| 17013 | Luchador Bandana | 6557 | BRACELET | -14609 | none | ||
| 17012 | Bald & Beautiful Super Moonstone | 0 | BRACELET, META-COLOR:DARK, META-THEME:ANIMAL-PRINT | -21166 | none |