Fold 4 - Understanding why coefficient 244 was selected
Tag: BLACKFRI2022
Selected Coefficient: 244
Taxonomy Path: 7.3
Taxonomy Name: Cameras & Optics > Optics
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 244 | 1.000000 | 7.3 | 3.7 (3*79 + 7) | Cameras & Optics > Optics | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "BLACKFRI2022" tag (processing sequence 2401). 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 |
|---|---|---|---|---|---|---|---|
| 18107 | Lizzy Sage Crystal Gradiant | 244 | Cameras & Optics > Optics | none | 0 | none | |
| 18109 | Tahoe Aviator Pink Blue Gradient Polarized | 244 | Cameras & Optics > Optics | none | 0 | none | |
| 18128 | Le Garcon Mid Rise Boyfriend in Galeston | 0 | 28 | -244 | HOLIDAY SHOP |