Fold 4 - Understanding why coefficient 168666 was selected
Tag: CUSTOM LENSES
Selected Coefficient: 168666
Taxonomy Path: 1.2.27
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Sunglasses
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 168666 | 2.000000 | 1.2.27 | 27.2.1 (27*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | Yes |
| -1422869 | 4.000000 | -0.78.69.2 | -2.69.78.0 (-(2*79^3 + 69*79^2 + 78*79)) | No | |
| -418238 | 4.000000 | -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 1162). 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 | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | SS23, SUNGLASSES | |
| 9152 | ReFramed Port Royal | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | REFRAMED, SUNGLASSES | |
| 9214 | Gaillon Sun | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | PETITE, SS23, SUNGLASSES | |
| 9165 | ReFramed Place Du Brésil | -418238 | LAVENDER | -586904 | REFRAMED, SUNGLASSES | ||
| 9164 | ReFramed Léna | -1422869 | ORANGE | -1591535 | REFRAMED, SUNGLASSES |