Fold 1 - Understanding why coefficient 5925 was selected
Tag: CUFF
Selected Coefficient: 5925
Taxonomy Path: 0.75
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? |
|---|---|---|---|---|---|
| 5925 | 5.012818 | 0.75 | 75.0 (75*79) | Yes | |
| 50403 | 5.012818 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 168191 | 5.012818 | 0.75.26 | 26.75.0 (26*79^2 + 75*79) | No | |
| 19198 | 5.012818 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| 187389 | 5.025316 | 1.2.30 | 30.2.1 (30*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Wristbands | No |
| 0 | 5.025316 | 0 | 0 (0) | No | |
| 3794304 | 7.000000 | 13.76.54.7 | 7.54.76.13 (7*79^3 + 54*79^2 + 76*79 + 13) | No | |
| -19193 | 7.000000 | -75.5.3 | -3.5.75 (-(3*79^2 + 5*79 + 75)) | No |
These are the training products that have the "CUFF" tag (processing sequence 3759). 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 | 3794304 | BRACELET | 3788379 | none | ||
| 16914 | Walk In Wonder Super Moonstone | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | BRACELET, META-COLOR:MULTICOLOR | 181464 | none | |
| 16913 | Wait, What? Black Star January 2024 | 168191 | BRACELET | 162266 | none | ||
| 17300 | Sugar Skull Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 44478 | none | |
| 1519 | CA Christopher Augmon Amazon Crayon Water Snake 1 ½” Cuff | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 13273 | none | |
| 17013 | Luchador Bandana | 5925 | BRACELET | 0 | none | ||
| 17012 | Bald & Beautiful Super Moonstone | 0 | BRACELET, META-COLOR:DARK, META-COLOR:MULTICOLOR | -5925 | none | ||
| 17240 | Live Free MP Mystery Pack Gold Nugget - January 2024 | -19193 | BRACELET | -25118 | none |