Fold 4 - Understanding why coefficient 574252 was selected
Tag: SILK SHIRT
Selected Coefficient: 574252
Taxonomy Path: 1.1.13.1
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Blouses
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 574252 | 1.000000 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | Yes |
| 4543608 | 1.000000 | 2.2.17.9 | 9.17.2.2 (9*79^3 + 17*79^2 + 2*79 + 2) | No |
These are the training products that have the "SILK SHIRT" tag (processing sequence 3387). 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 |
|---|---|---|---|---|---|---|---|
| 867 | Damaris | 4543608 | CAMI NYC | 3969356 | none | ||
| 13249 | Asymetric puff sleeve stripe shirt | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | LONG SLEEVES SET |