Fold 2 - Understanding why coefficient -25044 was selected
Tag: CAMI NYC
Selected Coefficient: -25044
Taxonomy Path: -1.1.4
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -25044 | 2.000000 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | Yes | |
| 549208 | 4.000000 | 0.0.9.1 | 1.9.0.0 (493039 + 9*79^2) | No | |
| 4518564 | 4.000000 | 1.1.13.9 | 9.13.1.1 (9*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | No |
These are the training products that have the "CAMI NYC" tag (processing sequence 2682). 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 | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 4543608 | SILK SHIRT | |
| 925 | Flor | 549208 | FLORAL PRINT | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | FLORAL PATTERS, TOPS | |
| 899 | Doris | -25044 | CUTE DRESSES, MAXI DRESSES | 0 | none | ||
| 907 | Dua | -25044 | CUTE DRESSES, PARTY DRESS | 0 | none | ||
| 924 | Fleur | -25044 | CUTE DRESSES, MAXI DRESSES | 0 | PRIMAVERA |