Fold 1 - Understanding why coefficient 50403 was selected
Tag: CUSTOM LENSES
Selected Coefficient: 50403
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 50403 | 2.000000 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| -7077439 | 3.000000 | -66.1.28.14 | -14.28.1.66 (-(14*79^3 + 28*79^2 + 79 + 66)) | No | |
| -418238 | 3.000000 | -12.1.67 | -67.1.12 (-(67*79^2 + 79 + 12)) | No |
These are the training products that have the "CUSTOM LENSES" tag (processing sequence 1153). 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 |
|---|---|---|---|---|---|---|---|
| 9137 | Place Jussieu Sun | 50403 | Apparel & Accessories > Jewelry > Necklaces | 22K | 0 | none | |
| 9214 | Gaillon Sun | 50403 | Apparel & Accessories > Jewelry > Necklaces | 22K | 0 | none | |
| 9165 | ReFramed Place Du Brésil | -418238 | LAVENDER | -468641 | REFRAMED | ||
| 9164 | ReFramed Léna | -7077439 | ORANGE, CHAMPAGNE | -7127842 | REFRAMED |